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## Attaching package: 'psych'
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## The following object is masked from 'package:boot':
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##     logit
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## Loading required package: rJava
## Loading required package: xlsxjars
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## Attaching package: 'prettyR'
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## The following objects are masked from 'package:psych':
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##     describe, skew
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## Attaching package: 'data.table'
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##     last
##    V1 V2 V3 V4 V5 V6
## 1   6  6  8  6  8  5
## 2   7  5  8  6  8  5
## 3   6  6  6  6  6  5
## 4   5  5  2  4  5  6
## 5   7  7  7  7  7  0
## 6   5  5  5  5  5  2
## 7   5  4  4  4  4  4
## 8   6  5  8  6  8  5
## 9   5  5  5  5  5  2
## 10  5  5  2  2  4  6
## 11  5  8  5  5  8  6
## 12  6  6  4  5  6  6
## 13  6  6  5  6  5  3
## 14  6  3  1  2  3  2
## 15  7  4  1  6  1  6
## 16  5  6  4  5  5  1
## 17  5  6  5  4  5  3
## 18  5  8  8  8  8  1
## 19  5  5  5  5  5  6
## 20  8  8  8  8  8  8
## 21  6  4  2  4  2  5
## 22  6  6  4  5  6  5
## 23  7  6  2  4  3  6
## 24  7  5  1  5  2  5
## 25  4  5  6  5  5  4
## 26  5  4  4  4  5  2
## 27  7  7  7  7  4  6
## 28  5  5  5  6  4  3
## 29  7  5  6  6  6  2
## 30  6  6  4  4  4  5
## 31  7  7  7  7  7  0
## 32  6  7  2  6  2  6
## 33  6  5  2  5  4  4
## 34  7  6  5  7  7  6
## 35  4  4  4  4  4  3
## 36  7  7  7  7  7  6
## 37  5  6  7  4  8  5
## 38  6  7  7  7  6  6
## 39  5  4  6  6  6  1
## 40  6  6  2  4  4  4
## 41  6  4  4  4  5  6
## 42  7  7  7  7  7  6
## 43  5  7  4  6  6  6
## 44  1  1  1  1  1  6
## 45  6  6  4  6  2  5
## 46  6  6  6  6  6  6
## 47  5  6  6  6  6  6
## 48  7  7  7  7  7  0
## 49  6  7  5  6  6  5
## 50  7  7  6  7  7  0
## 51  6  4  4  5  4  4
## 52  3  3  3  3  3  4
## 53  7  7  7  7  7  0
## 54  7  3  1  7  7  6
## 55  7  5  5  6  7  4
## 56  8  8  8  8  8  8
## 57  7  5  4  7  2  6
## 58  5  6  4  4  6  4
## 59  7  7  7  7  7  0
## 60  6  6  4  5  5  5
## 61  7  5  4  4  4  5
## 62  7  7  7  7  7  6
## 63  6  5  6  5  4  1
## 64  6  6  6  5  6  3
## 65  7  7  6  6  6  5
## 66  6  5  6  6  6  3
## 67  7  7  5  6  7  6
## 68  7  5  4  5  4  2
## 69  7  7  7  6  7  6
## 70  5  6  6  5  4  5
## 71  7  7  4  4  6  5
##      know_cr1 know_cr2 know_cr3 know_cr4 know_cr5 know_cr6
## [1,]        6        6        8        6        8        5
## [2,]        7        5        8        6        8        5
## [3,]        6        6        6        6        6        5
## [4,]        5        5        2        4        5        6
## [5,]        7        7        7        7        7        0
## [6,]        5        5        5        5        5        2
##   know_shr_ng.in1 know_shr_ng.in2 know_shr_ng.in3 know_shr_ng.in4
## 1               1               1               1               1
## 2               5               2               5               5
## 3               1               1               1               1
## 4               4               1               2               1
## 5               5               5               5               5
## 6               3               3               3               3
##   know_shr_ng.in5
## 1               1
## 2               1
## 3               1
## 4               1
## 5               5
## 6               3
##   know_shr_ng.out1 know_shr_ng.out2 know_shr_ng.out3 know_shr_ng.out4
## 1                1                1                1                1
## 2                5                2                5                5
## 3                1                1                1                1
## 4                4                1                2                1
## 5                5                5                5                5
## 6                3                3                3                3
##   know_shr_ng.out5
## 1                1
## 2                1
## 3                1
## 4                1
## 5                5
## 6                3
##   altru_1 altru_2 altru_3 rep_1 rep_2 rep_3 rel_1 rel_2 rel_3 rel_4
## 1       6       8       8     2     4     8     5     5     4     8
## 2       4       4       4     4     5     4     4     4     4     4
## 3       6       6       6     6     6     7     6     6     6     7
## 4       7       7       6     7     7     7     7     3     3     3
## 5       7       7       7     7     7     7     7     7     7     7
## 6       5       4       5     4     4     5     5     5     5     5
##   learn_1 learn_2 learn_3 learn_4
## 1       5       6       5       5
## 2       4       5       6       4
## 3       6       7       6       6
## 4       3       6       5       5
## 5       7       7       7       7
## 6       5       5       5       5
##   research group                V1                   V2                 V3
## 1        2     2 R_reclqoxbkH6TqNP Default Response Set        alarm_hurts
## 2        2     2 R_T0MOxkQyVsNeTkJ Default Response Set gyroscope_spooning
## 3        1     2 R_1CeYXmxKKABDy7u Default Response Set   summaries_ascend
## 4        1     2 R_1FFcL1mvX04l16o Default Response Set     transit_concur
## 5        1     2 R_3MLkpKNNvIPVUtw Default Response Set    eddy_tabulating
## 6        1     2 R_W20JFLgFAPvrGi5 Default Response Set   links_diagnosing
##   V4   V5              V6 V7                  V8                  V9 V10
## 1 NA <NA>   138.16.103.61  0 2015-05-08 17:12:44 2015-05-08 17:20:18   1
## 2 NA <NA> 128.211.227.168  0 2015-05-08 17:14:07 2015-05-08 17:23:10   1
## 3 NA <NA> 103.248.247.252  0 2015-05-08 17:19:22 2015-05-08 17:26:16   1
## 4 NA <NA>    72.182.32.36  0 2015-05-08 17:18:17 2015-05-08 17:26:20   1
## 5 NA <NA>   128.46.75.182  0 2015-05-08 17:25:14 2015-05-08 17:27:42   1
## 6 NA <NA>   128.211.166.8  0 2015-05-08 17:18:51 2015-05-08 17:29:54   1
##   Q1               Q1_TEXT Q2 Q3 Q4 Q4_TEXT Q5 Q5_TEXT Q7.1_1 Q7.1_2
## 1  2                  <NA> NA NA 34      NA 21      NA     NA     NA
## 2  1                  <NA>  1  1 34      NA 53      NA     NA     NA
## 3  3 nishant_bmw@yahoo.com NA NA 38      NA NA      NA      6      6
## 4  2                  <NA> NA NA 32      NA NA      NA      5      5
## 5  2                  <NA> NA NA 12      NA NA      NA      7      7
## 6  3   r99941001@gmail.com NA NA 11      NA NA      NA      5      5
##   Q7.1_3 Q7.1_4 Q7.1_5 Q7.1_6 Q8.1_1 Q8.1_2 Q8.1_3 Q8.1_4 Q8.1_5 Q8.1_6 Q9
## 1     NA     NA     NA     NA      6      6      8      6      8      5  2
## 2     NA     NA     NA     NA      7      5      8      6      8      5  2
## 3      6      6      6      5     NA     NA     NA     NA     NA     NA  2
## 4      2      4      5      6     NA     NA     NA     NA     NA     NA  2
## 5      7      7      7      0     NA     NA     NA     NA     NA     NA  2
## 6      5      5      5      2     NA     NA     NA     NA     NA     NA  2
##   Q9_TEXT Q10.1_1 Q10.1_2 Q10.1_3 Q10.1_4 Q10.1_6 group.in1 group.in2
## 1    <NA>       1       1       1       1       1        NA        NA
## 2    <NA>       5       2       5       5       1        NA        NA
## 3    <NA>       1       1       1       1       1        NA        NA
## 4    <NA>       4       1       2       1       1        NA        NA
## 5    <NA>       5       5       5       5       5        NA        NA
## 6    <NA>       3       3       3       3       3        NA        NA
##   group.in3 group.in4 group.in5 group.out1 group.out2 group.out3
## 1        NA        NA        NA         NA         NA         NA
## 2        NA        NA        NA         NA         NA         NA
## 3        NA        NA        NA         NA         NA         NA
## 4        NA        NA        NA         NA         NA         NA
## 5        NA        NA        NA         NA         NA         NA
## 6        NA        NA        NA         NA         NA         NA
##   group.out4 group.out5 Q13.1_8 Q13.1_11 Q13.1_12 Q13.1_13 Q13.1_23
## 1         NA         NA      NA       NA       NA       NA       NA
## 2         NA         NA      NA       NA       NA       NA       NA
## 3         NA         NA       6        6        6        6        6
## 4         NA         NA       7        7        6        7        7
## 5         NA         NA       7        7        7        7        7
## 6         NA         NA       5        4        5        4        4
##   Q13.1_25 Q13.1_26 Q13.1_27 Q13.1_28 Q13.1_29 Q13.1_30 Q13.1_31 Q13.1_32
## 1       NA       NA       NA       NA       NA       NA       NA       NA
## 2       NA       NA       NA       NA       NA       NA       NA       NA
## 3        7        6        6        6        7        6        7        6
## 4        7        7        3        3        3        3        6        5
## 5        7        7        7        7        7        7        7        7
## 6        5        5        5        5        5        5        5        5
##   Q13.1_33 Q14.1_8 Q14.1_11 Q14.1_12 Q14.1_13 Q14.1_23 Q14.1_25 Q14.1_26
## 1       NA       6        8        8        2        4        8        5
## 2       NA       4        4        4        4        5        4        4
## 3        6      NA       NA       NA       NA       NA       NA       NA
## 4        5      NA       NA       NA       NA       NA       NA       NA
## 5        7      NA       NA       NA       NA       NA       NA       NA
## 6        5      NA       NA       NA       NA       NA       NA       NA
##   Q14.1_27 Q14.1_28 Q14.1_29 Q14.1_30 Q14.1_31 Q14.1_32 Q14.1_33 Q16.1_3
## 1        5        4        8        5        6        5        5       2
## 2        4        4        4        4        5        6        4       1
## 3       NA       NA       NA       NA       NA       NA       NA       1
## 4       NA       NA       NA       NA       NA       NA       NA       2
## 5       NA       NA       NA       NA       NA       NA       NA       5
## 6       NA       NA       NA       NA       NA       NA       NA       3
##   Q16.1_6 Q16.1_7 Q16.1_8 Q16.1_9 Q17.1_11 Q17.1_12 Q17.1_13 Q17.1_14
## 1       1       1       1       1       NA       NA       NA       NA
## 2       1       1       1       1       NA       NA       NA       NA
## 3       1       1       1       1       NA       NA       NA       NA
## 4       2       2       2       2       NA       NA       NA       NA
## 5       5       5       5       5       NA       NA       NA       NA
## 6       3       3       3       3       NA       NA       NA       NA
##   Q17.1_15 Q17.2_11 Q17.2_12 Q17.2_13 Q17.2_14 Q17.2_15 Q18.1_10 Q18.1_11
## 1       NA       NA       NA       NA       NA       NA        2        2
## 2       NA       NA       NA       NA       NA       NA        2        2
## 3       NA       NA       NA       NA       NA       NA        2        2
## 4       NA       NA       NA       NA       NA       NA        2        2
## 5       NA       NA       NA       NA       NA       NA        1        1
## 6       NA       NA       NA       NA       NA       NA        2        2
##   Q18.1_12 Q18.1_13 Q18.1_14 Q19.1_10 Q19.1_11 Q19.1_12 Q19.1_13 Q19.1_14
## 1        2        2        2       NA       NA       NA       NA       NA
## 2        2        2        2       NA       NA       NA       NA       NA
## 3        2        2        2       NA       NA       NA       NA       NA
## 4        2        2        2       NA       NA       NA       NA       NA
## 5        1        1        1       NA       NA       NA       NA       NA
## 6        2        2        2       NA       NA       NA       NA       NA
##   Q19.2_10 Q19.2_11 Q19.2_12 Q19.2_13 Q19.2_14 Q20.1_33 Q20.1_34 Q20.1_35
## 1       NA       NA       NA       NA       NA       NA       NA       NA
## 2       NA       NA       NA       NA       NA       NA       NA       NA
## 3       NA       NA       NA       NA       NA        4        3        5
## 4       NA       NA       NA       NA       NA        1        1        1
## 5       NA       NA       NA       NA       NA        7        7        7
## 6       NA       NA       NA       NA       NA        4        4        4
##   Q20.1_36 Q20.1_37 Q20.1_39 Q20.1_40 Q20.1_41 Q21.1_33 Q21.1_34 Q21.1_35
## 1       NA       NA       NA       NA       NA        2        2        8
## 2       NA       NA       NA       NA       NA        3        4        5
## 3        3        3        4        5        5       NA       NA       NA
## 4        1        1        4        4        1       NA       NA       NA
## 5        7        7        7        7        7       NA       NA       NA
## 6        4        4        4        4        4       NA       NA       NA
##   Q21.1_36 Q21.1_37 Q21.1_39 Q21.1_40 Q21.1_41 Q22.1_10 Q22.1_11 Q22.1_12
## 1        8        1        3        2        2        1        1        1
## 2        5        3        4        5        5        1        1        1
## 3       NA       NA       NA       NA       NA        3        1        2
## 4       NA       NA       NA       NA       NA        1        1        3
## 5       NA       NA       NA       NA       NA        5        5        5
## 6       NA       NA       NA       NA       NA        3        3        3
##   Q22.1_14 Q22.1_16 Q22.1_18 Q22.1_19 Q22.1_20 Q23.1_10 Q23.1_11 Q23.1_12
## 1        1        1        1        4        1       NA       NA       NA
## 2        1        1        1        1        1       NA       NA       NA
## 3        1        1        2        1        1       NA       NA       NA
## 4        1        1        1        1        1       NA       NA       NA
## 5        5        5        5        5        5       NA       NA       NA
## 6        3        3        3        3        3       NA       NA       NA
##   Q23.1_13 Q23.1_14 Q23.1_18 Q23.1_19 Q23.1_20 Q23.1_23 Q23.1_25 Q23.1_26
## 1       NA       NA       NA       NA       NA       NA       NA       NA
## 2       NA       NA       NA       NA       NA       NA       NA       NA
## 3       NA       NA       NA       NA       NA       NA       NA       NA
## 4       NA       NA       NA       NA       NA       NA       NA       NA
## 5       NA       NA       NA       NA       NA       NA       NA       NA
## 6       NA       NA       NA       NA       NA       NA       NA       NA
##   Q23.1_27 Q23.1_28 Q24.1_43 Q24.1_44 Q24.1_45 Q24.1_46 Q25.1_51 Q25.1_52
## 1       NA       NA        5        5        5        5       NA       NA
## 2       NA       NA        4        4        4        4       NA       NA
## 3       NA       NA        3        3        3        3       NA       NA
## 4       NA       NA        3        3        1        2       NA       NA
## 5       NA       NA        7        7        7        7       NA       NA
## 6       NA       NA        4        4        4        4       NA       NA
##   Q25.1_53 Q25.1_54 Q25.1_55 Q25.1_56 Q26.1_47 Q26.1_48 Q26.1_49 Q26.1_50
## 1       NA       NA       NA       NA        5        5        5        5
## 2       NA       NA       NA       NA        4        4        4        4
## 3       NA       NA       NA       NA        6        4        6        6
## 4       NA       NA       NA       NA        7        7        7        7
## 5       NA       NA       NA       NA        7        7        7        7
## 6       NA       NA       NA       NA        4        4        4        4
##   Q26.1_51 Q26.1_52 Q26.1_53 Q26.1_54 Q27.1_51 Q27.1_52 Q27.1_53 Q27.1_54
## 1        5        5        5        5        5        2        6        3
## 2        4        4        4        4        5        6        5        6
## 3        5        5        6        7        3        5        7        5
## 4        7        6        6        7        2        3        4        6
## 5        7        7        7        7        7        7        7        7
## 6        4        4        4        4        4        4        4        4
##   Q28.1_20 Q28.1_22 Q28.1_23 Q28.1_24 Q28.1_25 Q28.1_26 Q28.1_27 Q28.1_28
## 1        2        1        2        2        2        2        3        4
## 2        3        1        2        2        1        3        2        2
## 3        3        3        3        2        2        2        2        2
## 4        5        4        4        1        1        1        1        1
## 5        5        5        5       NA        5        5        5        5
## 6        3        3        3        3        2        2        2        2
##   Q28.1_29 Q29_3 Q29_4 Q29_5 Q29_6 Q30                               Q31
## 1        3     1    NA    NA    NA   1                  Brown University
## 2        2     1    NA    NA    NA   1                 Purdue University
## 3        2     1    NA    NA    NA   1                    VIT University
## 4        4     1    NA    NA    NA   1 The University of Texas at Austin
## 5        5     1    NA    NA    NA   1                 Purdue university
## 6        2     1     1    NA    NA   2                 Purdue University
##     Q32 Q33 Q34 Q35.1_1 Q35.1_2 Q35.1_3 Q36_1_TEXT Q36_2_TEXT
## 1   USA   9   9       6       7       4      Emily    Eruysal
## 2   USA   9  10       6       5       6      Narci      Huang
## 3 India   9  10       4       4       4    Nishant      Ghosh
## 4    US  10   9       4       4       4      Nitin     Prasad
## 5   USA   9  10       7       7       7     xingyu       zhou
## 6   USA   9  10       7       1       1     Chinyi       Chen
##                Q36_3_TEXT   Q36_4_TEXT Q37 LocationLatitude
## 1 emily_eruysal@brown.edu   5183695911   1         41.82671
## 2     huang406@purdue.edu 812-345-0055   1         40.42490
## 3   nishant_bmw@yahoo.com 919962805157   1         28.46671
## 4  nitinprasad@utexas.edu   7379325966   1         30.33890
## 5      zhou326@purdue.edu   7654045157   1         40.42490
## 6     r99941001@gmail.com   7654096346   1         40.42490
##   LocationLongitude LocationAccuracy know_cr1 know_cr2 know_cr3 know_cr4
## 1         -71.39770               -1        6        6        8        6
## 2         -86.91620               -1        7        5        8        6
## 3          77.03329               -1        6        6        6        6
## 4         -97.77070               -1        5        5        2        4
## 5         -86.91620               -1        7        7        7        7
## 6         -86.91620               -1        5        5        5        5
##   know_cr5 know_cr6 know_shr_ng.in1 know_shr_ng.in2 know_shr_ng.in3
## 1        8        5               1               1               1
## 2        8        5               5               2               5
## 3        6        5               1               1               1
## 4        5        6               4               1               2
## 5        7        0               5               5               5
## 6        5        2               3               3               3
##   know_shr_ng.in4 know_shr_ng.in5 know_shr_ng.out1 know_shr_ng.out2
## 1               1               1                1                1
## 2               5               1                5                2
## 3               1               1                1                1
## 4               1               1                4                1
## 5               5               5                5                5
## 6               3               3                3                3
##   know_shr_ng.out3 know_shr_ng.out4 know_shr_ng.out5 altru_1 altru_2
## 1                1                1                1       6       8
## 2                5                5                1       4       4
## 3                1                1                1       6       6
## 4                2                1                1       7       7
## 5                5                5                5       7       7
## 6                3                3                3       5       4
##   altru_3 rep_1 rep_2 rep_3 rel_1 rel_2 rel_3 rel_4 learn_1 learn_2
## 1       8     2     4     8     5     5     4     8       5       6
## 2       4     4     5     4     4     4     4     4       4       5
## 3       6     6     6     7     6     6     6     7       6       7
## 4       6     7     7     7     7     3     3     3       3       6
## 5       7     7     7     7     7     7     7     7       7       7
## 6       5     4     4     5     5     5     5     5       5       5
##   learn_3 learn_4
## 1       5       5
## 2       6       4
## 3       6       6
## 4       5       5
## 5       7       7
## 6       5       5
##                 research        group V1 V2 V3 V4 V5 V6  V7           V8
## nbr.val      71.00000000  71.00000000 NA NA NA NA NA NA  71 7.100000e+01
## nbr.null      0.00000000   0.00000000 NA NA NA NA NA NA  71 0.000000e+00
## nbr.na        0.00000000   0.00000000 NA NA NA NA NA NA   0 0.000000e+00
## min           1.00000000   1.00000000 NA NA NA NA NA NA   0 1.431105e+09
## max           2.00000000   2.00000000 NA NA NA NA NA NA   0 1.432622e+09
## range         1.00000000   1.00000000 NA NA NA NA NA NA   0 1.517314e+06
## sum          85.00000000 130.00000000 NA NA NA NA NA NA   0 1.016289e+11
## median        1.00000000   2.00000000 NA NA NA NA NA NA   0 1.431138e+09
## mean          1.19718310   1.83098592 NA NA NA NA NA NA   0 1.431393e+09
## SE.mean       0.04755477   0.04479291 NA NA NA NA NA NA   0 5.269989e+04
## CI.mean.0.95  0.09484500   0.08933664 NA NA NA NA NA NA   0 1.051066e+05
## var           0.16056338   0.14245473 NA NA NA NA NA NA   0 1.971867e+11
## std.dev       0.40070361   0.37743175 NA NA NA NA NA NA   0 4.440571e+05
## coef.var      0.33470537   0.20613580 NA NA NA NA NA NA NaN 3.102272e-04
##                        V9         V10           Q1 Q1_TEXT Q2 Q3
## nbr.val      7.100000e+01 71.00000000  71.00000000      NA 14 13
## nbr.null     0.000000e+00  3.00000000   0.00000000      NA  0  0
## nbr.na       0.000000e+00  0.00000000   0.00000000      NA 57 58
## min          1.431106e+09  0.00000000   1.00000000      NA  1  1
## max          1.432916e+09  1.00000000   3.00000000      NA  1  1
## range        1.810155e+06  1.00000000   2.00000000      NA  0  0
## sum          1.016308e+11 68.00000000 149.00000000      NA 14 13
## median       1.431139e+09  1.00000000   2.00000000      NA  1  1
## mean         1.431420e+09  0.95774648   2.09859155      NA  1  1
## SE.mean      5.646835e+04  0.02404406   0.08308665      NA  0  0
## CI.mean.0.95 1.126226e+05  0.04795436   0.16571111      NA  0  0
## var          2.263959e+11  0.04104628   0.49014085      NA  0  0
## std.dev      4.758108e+05  0.20259881   0.70010060      NA  0  0
## coef.var     3.324047e-04  0.21153699   0.33360498      NA  0  0
##                        Q4 Q4_TEXT          Q5 Q5_TEXT      Q7.1_1
## nbr.val        71.0000000      NA  14.0000000      NA  57.0000000
## nbr.null        0.0000000      NA   0.0000000      NA   0.0000000
## nbr.na          0.0000000      NA  57.0000000      NA  14.0000000
## min             1.0000000      NA   1.0000000      NA   1.0000000
## max            41.0000000      NA  53.0000000      NA   7.0000000
## range          40.0000000      NA  52.0000000      NA   6.0000000
## sum          1353.0000000      NA 276.0000000      NA 340.0000000
## median         16.0000000      NA  13.0000000      NA   6.0000000
## mean           19.0563380      NA  19.7142857      NA   5.9649123
## SE.mean         1.6001619      NA   4.5818905      NA   0.1562501
## CI.mean.0.95    3.1914222      NA   9.8985726      NA   0.3130066
## var           181.7967807      NA 293.9120879      NA   1.3916040
## std.dev        13.4832037      NA  17.1438644      NA   1.1796627
## coef.var        0.7075443      NA   0.8696163      NA   0.1977670
##                   Q7.1_2      Q7.1_3      Q7.1_4      Q7.1_5      Q7.1_6
## nbr.val       57.0000000  57.0000000  57.0000000  57.0000000  57.0000000
## nbr.null       0.0000000   0.0000000   0.0000000   0.0000000   6.0000000
## nbr.na        14.0000000  14.0000000  14.0000000  14.0000000  14.0000000
## min            1.0000000   1.0000000   1.0000000   1.0000000   0.0000000
## max            7.0000000   7.0000000   7.0000000   7.0000000   6.0000000
## range          6.0000000   6.0000000   6.0000000   6.0000000   6.0000000
## sum          321.0000000 271.0000000 309.0000000 293.0000000 232.0000000
## median         6.0000000   5.0000000   6.0000000   5.0000000   5.0000000
## mean           5.6315789   4.7543860   5.4210526   5.1403509   4.0701754
## SE.mean        0.1690894   0.2325093   0.1786670   0.2145091   0.2751847
## CI.mean.0.95   0.3387267   0.4657722   0.3579131   0.4297134   0.5512611
## var            1.6296992   3.0814536   1.8195489   2.6228070   4.3164160
## std.dev        1.2765967   1.7554070   1.3489065   1.6195083   2.0775986
## coef.var       0.2266854   0.3692184   0.2488274   0.3150579   0.5104445
##                  Q8.1_1     Q8.1_2     Q8.1_3     Q8.1_4     Q8.1_5
## nbr.val      14.0000000 14.0000000 14.0000000 14.0000000 14.0000000
## nbr.null      0.0000000  0.0000000  0.0000000  0.0000000  0.0000000
## nbr.na       57.0000000 57.0000000 57.0000000 57.0000000 57.0000000
## min           5.0000000  3.0000000  1.0000000  2.0000000  2.0000000
## max           8.0000000  8.0000000  8.0000000  8.0000000  8.0000000
## range         3.0000000  5.0000000  7.0000000  6.0000000  6.0000000
## sum          85.0000000 83.0000000 78.0000000 77.0000000 87.0000000
## median        6.0000000  6.0000000  6.5000000  5.5000000  8.0000000
## mean          6.0714286  5.9285714  5.5714286  5.5000000  6.2142857
## SE.mean       0.2864003  0.4504489  0.7316569  0.4658680  0.6477227
## CI.mean.0.95  0.6187302  0.9731357  1.5806486  1.0064466  1.3993199
## var           1.1483516  2.8406593  7.4945055  3.0384615  5.8736264
## std.dev       1.0716117  1.6854256  2.7376094  1.7431183  2.4235566
## coef.var      0.1765008  0.2842886  0.4913658  0.3169306  0.3899976
##                  Q8.1_6           Q9 Q9_TEXT     Q10.1_1     Q10.1_2
## nbr.val      14.0000000  71.00000000      NA  59.0000000  59.0000000
## nbr.null      0.0000000   0.00000000      NA   0.0000000   0.0000000
## nbr.na       57.0000000   0.00000000      NA  12.0000000  12.0000000
## min           1.0000000   1.00000000      NA   1.0000000   1.0000000
## max           8.0000000   2.00000000      NA   5.0000000   5.0000000
## range         7.0000000   1.00000000      NA   4.0000000   4.0000000
## sum          68.0000000 130.00000000      NA 156.0000000 141.0000000
## median        5.0000000   2.00000000      NA   3.0000000   2.0000000
## mean          4.8571429   1.83098592      NA   2.6440678   2.3898305
## SE.mean       0.5226427   0.04479291      NA   0.1960491   0.1964277
## CI.mean.0.95  1.1291010   0.08933664      NA   0.3924349   0.3931928
## var           3.8241758   0.14245473      NA   2.2676797   2.2764465
## std.dev       1.9555500   0.37743175      NA   1.5058817   1.5087898
## coef.var      0.4026132   0.20613580      NA   0.5695322   0.6313376
##                  Q10.1_3     Q10.1_4    Q10.1_6  group.in1  group.in2
## nbr.val       58.0000000  59.0000000 58.0000000 12.0000000 12.0000000
## nbr.null       0.0000000   0.0000000  0.0000000  0.0000000  0.0000000
## nbr.na        13.0000000  12.0000000 13.0000000 59.0000000 59.0000000
## min            1.0000000   1.0000000  1.0000000  1.0000000  1.0000000
## max            5.0000000   5.0000000  5.0000000  5.0000000  4.0000000
## range          4.0000000   4.0000000  4.0000000  4.0000000  3.0000000
## sum          151.0000000 174.0000000 97.0000000 43.0000000 25.0000000
## median         2.5000000   3.0000000  1.0000000  4.0000000  2.0000000
## mean           2.6034483   2.9491525  1.6724138  3.5833333  2.0833333
## SE.mean        0.2012358   0.2014322  0.1601344  0.4166667  0.3361622
## CI.mean.0.95   0.4029678   0.4032104  0.3206636  0.9170772  0.7398881
## var            2.3487598   2.3939217  1.4872958  2.0833333  1.3560606
## std.dev        1.5325664   1.5472303  1.2195474  1.4433757  1.1645002
## coef.var       0.5886679   0.5246356  0.7292139  0.4028025  0.5589601
##               group.in3  group.in4  group.in5 group.out1 group.out2
## nbr.val      12.0000000 12.0000000 12.0000000 11.0000000 11.0000000
## nbr.null      0.0000000  0.0000000  0.0000000  0.0000000  0.0000000
## nbr.na       59.0000000 59.0000000 59.0000000 60.0000000 60.0000000
## min           1.0000000  1.0000000  1.0000000  1.0000000  1.0000000
## max           5.0000000  5.0000000  5.0000000  5.0000000  3.0000000
## range         4.0000000  4.0000000  4.0000000  4.0000000  2.0000000
## sum          34.0000000 42.0000000 35.0000000 20.0000000 14.0000000
## median        3.0000000  4.0000000  2.5000000  1.0000000  1.0000000
## mean          2.8333333  3.5000000  2.9166667  1.8181818  1.2727273
## SE.mean       0.4740754  0.3988620  0.4166667  0.4225073  0.1949783
## CI.mean.0.95  1.0434329  0.8778894  0.9170772  0.9414049  0.4344387
## var           2.6969697  1.9090909  2.0833333  1.9636364  0.4181818
## std.dev       1.6422453  1.3816986  1.4433757  1.4012981  0.6466698
## coef.var      0.5796160  0.3947710  0.4948717  0.7707140  0.5080977
##              group.out3 group.out4 group.out5     Q13.1_8    Q13.1_11
## nbr.val      11.0000000 11.0000000 11.0000000  57.0000000  57.0000000
## nbr.null      0.0000000  0.0000000  0.0000000   0.0000000   0.0000000
## nbr.na       60.0000000 60.0000000 60.0000000  14.0000000  14.0000000
## min           1.0000000  1.0000000  1.0000000   2.0000000   4.0000000
## max           2.0000000  5.0000000  4.0000000   7.0000000   7.0000000
## range         1.0000000  4.0000000  3.0000000   5.0000000   3.0000000
## sum          13.0000000 22.0000000 17.0000000 322.0000000 319.0000000
## median        1.0000000  1.0000000  1.0000000   6.0000000   6.0000000
## mean          1.1818182  2.0000000  1.5454545   5.6491228   5.5964912
## SE.mean       0.1219673  0.4861724  0.3122830   0.1592810   0.1540181
## CI.mean.0.95  0.2717602  1.0832597  0.6958098   0.3190782   0.3085354
## var           0.1636364  2.6000000  1.0727273   1.4461153   1.3521303
## std.dev       0.4045199  1.6124515  1.0357255   1.2025453   1.1628114
## coef.var      0.3422861  0.8062258  0.6701753   0.2128729   0.2077751
##                 Q13.1_12    Q13.1_13    Q13.1_23    Q13.1_25    Q13.1_26
## nbr.val       57.0000000  57.0000000  57.0000000  57.0000000  57.0000000
## nbr.null       0.0000000   0.0000000   0.0000000   0.0000000   0.0000000
## nbr.na        14.0000000  14.0000000  14.0000000  14.0000000  14.0000000
## min            2.0000000   1.0000000   2.0000000   1.0000000   1.0000000
## max            7.0000000   7.0000000   7.0000000   7.0000000   7.0000000
## range          5.0000000   6.0000000   5.0000000   6.0000000   6.0000000
## sum          307.0000000 294.0000000 276.0000000 281.0000000 278.0000000
## median         6.0000000   5.0000000   5.0000000   5.0000000   5.0000000
## mean           5.3859649   5.1578947   4.8421053   4.9298246   4.8771930
## SE.mean        0.1711570   0.2014818   0.1886329   0.2165746   0.2080314
## CI.mean.0.95   0.3428687   0.4036165   0.3778771   0.4338510   0.4167369
## var            1.6697995   2.3139098   2.0281955   2.6735589   2.4667920
## std.dev        1.2922072   1.5211541   1.4241473   1.6351021   1.5706024
## coef.var       0.2399212   0.2949176   0.2941174   0.3316755   0.3220300
##                 Q13.1_27    Q13.1_28    Q13.1_29    Q13.1_30    Q13.1_31
## nbr.val       57.0000000  57.0000000  57.0000000  57.0000000  57.0000000
## nbr.null       0.0000000   0.0000000   0.0000000   0.0000000   0.0000000
## nbr.na        14.0000000  14.0000000  14.0000000  14.0000000  14.0000000
## min            1.0000000   2.0000000   2.0000000   1.0000000   4.0000000
## max            7.0000000   7.0000000   7.0000000   7.0000000   7.0000000
## range          6.0000000   5.0000000   5.0000000   6.0000000   3.0000000
## sum          263.0000000 265.0000000 270.0000000 274.0000000 341.0000000
## median         5.0000000   5.0000000   5.0000000   5.0000000   6.0000000
## mean           4.6140351   4.6491228   4.7368421   4.8070175   5.9824561
## SE.mean        0.2120351   0.1962864   0.2087172   0.1880493   0.1312444
## CI.mean.0.95   0.4247574   0.3932088   0.4181107   0.3767080   0.2629140
## var            2.5626566   2.1961153   2.4830827   2.0156642   0.9818296
## std.dev        1.6008300   1.4819296   1.5757800   1.4197409   0.9908731
## coef.var       0.3469479   0.3187547   0.3326647   0.2953476   0.1656298
##                 Q13.1_32    Q13.1_33    Q14.1_8   Q14.1_11   Q14.1_12
## nbr.val       57.0000000  57.0000000 14.0000000 14.0000000 14.0000000
## nbr.null       0.0000000   0.0000000  0.0000000  0.0000000  0.0000000
## nbr.na        14.0000000  14.0000000 57.0000000 57.0000000 57.0000000
## min            2.0000000   2.0000000  1.0000000  1.0000000  1.0000000
## max            7.0000000   7.0000000  8.0000000  8.0000000  8.0000000
## range          5.0000000   5.0000000  7.0000000  7.0000000  7.0000000
## sum          312.0000000 308.0000000 74.0000000 77.0000000 72.0000000
## median         6.0000000   5.0000000  5.5000000  6.0000000  5.0000000
## mean           5.4736842   5.4035088  5.2857143  5.5000000  5.1428571
## SE.mean        0.1662374   0.1619501  0.5490108  0.5717719  0.5532833
## CI.mean.0.95   0.3330135   0.3244251  1.1860658  1.2352380  1.1952960
## var            1.5751880   1.4949875  4.2197802  4.5769231  4.2857143
## std.dev        1.2550649   1.2226968  2.0542104  2.1393745  2.0701967
## coef.var       0.2292907   0.2262783  0.3886344  0.3889772  0.4025382
##                Q14.1_13   Q14.1_23   Q14.1_25   Q14.1_26   Q14.1_27
## nbr.val      14.0000000 14.0000000 14.0000000 14.0000000 14.0000000
## nbr.null      0.0000000  0.0000000  0.0000000  0.0000000  0.0000000
## nbr.na       57.0000000 57.0000000 57.0000000 57.0000000 57.0000000
## min           1.0000000  1.0000000  1.0000000  1.0000000  1.0000000
## max           8.0000000  8.0000000  8.0000000  8.0000000  8.0000000
## range         7.0000000  7.0000000  7.0000000  7.0000000  7.0000000
## sum          65.0000000 64.0000000 69.0000000 68.0000000 63.0000000
## median        5.0000000  4.5000000  4.5000000  4.5000000  4.0000000
## mean          4.6428571  4.5714286  4.9285714  4.8571429  4.5000000
## SE.mean       0.5606819  0.5518628  0.6750196  0.5432619  0.5906785
## CI.mean.0.95  1.2112796  1.1922272  1.4582912  1.1736459  1.2760833
## var           4.4010989  4.2637363  6.3791209  4.1318681  4.8846154
## std.dev       2.0978796  2.0648817  2.5256922  2.0326997  2.2101166
## coef.var      0.4518510  0.4516929  0.5124593  0.4184970  0.4911370
##                Q14.1_28   Q14.1_29   Q14.1_30   Q14.1_31   Q14.1_32
## nbr.val      14.0000000 14.0000000 14.0000000 14.0000000 14.0000000
## nbr.null      0.0000000  0.0000000  0.0000000  0.0000000  0.0000000
## nbr.na       57.0000000 57.0000000 57.0000000 57.0000000 57.0000000
## min           1.0000000  1.0000000  1.0000000  1.0000000  1.0000000
## max           8.0000000  8.0000000  8.0000000  8.0000000  8.0000000
## range         7.0000000  7.0000000  7.0000000  7.0000000  7.0000000
## sum          61.0000000 64.0000000 59.0000000 75.0000000 66.0000000
## median        4.0000000  4.0000000  4.0000000  6.0000000  5.5000000
## mean          4.3571429  4.5714286  4.2142857  5.3571429  4.7142857
## SE.mean       0.5200078  0.6522513  0.5363549  0.5507951  0.6327037
## CI.mean.0.95  1.1234087  1.4091032  1.1587244  1.1899204  1.3668732
## var           3.7857143  5.9560440  4.0274725  4.2472527  5.6043956
## std.dev       1.9456912  2.4405008  2.0068564  2.0608864  2.3673605
## coef.var      0.4465521  0.5338595  0.4762032  0.3846988  0.5021674
##                Q14.1_33     Q16.1_3     Q16.1_6     Q16.1_7     Q16.1_8
## nbr.val      14.0000000  59.0000000  59.0000000  59.0000000  59.0000000
## nbr.null      0.0000000   0.0000000   0.0000000   0.0000000   0.0000000
## nbr.na       57.0000000  12.0000000  12.0000000  12.0000000  12.0000000
## min           1.0000000   1.0000000   1.0000000   1.0000000   1.0000000
## max           8.0000000   5.0000000   5.0000000   5.0000000   5.0000000
## range         7.0000000   4.0000000   4.0000000   4.0000000   4.0000000
## sum          71.0000000 132.0000000 144.0000000 105.0000000 139.0000000
## median        5.0000000   2.0000000   2.0000000   1.0000000   2.0000000
## mean          5.0714286   2.2372881   2.4406780   1.7796610   2.3559322
## SE.mean       0.6154091   0.1680830   0.1938131   0.1431625   0.1868918
## CI.mean.0.95  1.3295106   0.3364546   0.3879591   0.2865709   0.3741045
## var           5.3021978   1.6668615   2.2162478   1.2092344   2.0607832
## std.dev       2.3026502   1.2910699   1.4887068   1.0996519   1.4355428
## coef.var      0.4540437   0.5770691   0.6099562   0.6178997   0.6093311
##                  Q16.1_9   Q17.1_11   Q17.1_12   Q17.1_13   Q17.1_14
## nbr.val       59.0000000 12.0000000 12.0000000 12.0000000 12.0000000
## nbr.null       0.0000000  0.0000000  0.0000000  0.0000000  0.0000000
## nbr.na        12.0000000 59.0000000 59.0000000 59.0000000 59.0000000
## min            1.0000000  1.0000000  1.0000000  1.0000000  1.0000000
## max            5.0000000  5.0000000  4.0000000  5.0000000  5.0000000
## range          4.0000000  4.0000000  3.0000000  4.0000000  4.0000000
## sum          155.0000000 31.0000000 19.0000000 29.0000000 33.0000000
## median         2.0000000  2.0000000  1.0000000  2.0000000  2.5000000
## mean           2.6271186  2.5833333  1.5833333  2.4166667  2.7500000
## SE.mean        0.2006685  0.4515685  0.2875796  0.3785605  0.4286165
## CI.mean.0.95   0.4016817  0.9938956  0.6329584  0.8332061  0.9433786
## var            2.3758036  2.4469697  0.9924242  1.7196970  2.2045455
## std.dev        1.5413642  1.5642793  0.9962049  1.3113722  1.4847712
## coef.var       0.5867128  0.6055275  0.6291821  0.5426368  0.5399168
##                Q17.1_15    Q17.2_11   Q17.2_12   Q17.2_13   Q17.2_14
## nbr.val      12.0000000 12.00000000 12.0000000 12.0000000 12.0000000
## nbr.null      0.0000000  0.00000000  0.0000000  0.0000000  0.0000000
## nbr.na       59.0000000 59.00000000 59.0000000 59.0000000 59.0000000
## min           1.0000000  1.00000000  1.0000000  1.0000000  1.0000000
## max           5.0000000  2.00000000  3.0000000  2.0000000  3.0000000
## range         4.0000000  1.00000000  2.0000000  1.0000000  2.0000000
## sum          32.0000000 13.00000000 14.0000000 14.0000000 15.0000000
## median        3.0000000  1.00000000  1.0000000  1.0000000  1.0000000
## mean          2.6666667  1.08333333  1.1666667  1.1666667  1.2500000
## SE.mean       0.4143877  0.08333333  0.1666667  0.1123666  0.1794351
## CI.mean.0.95  0.9120612  0.18341543  0.3668309  0.2473173  0.3949341
## var           2.0606061  0.08333333  0.3333333  0.1515152  0.3863636
## std.dev       1.4354811  0.28867513  0.5773503  0.3892495  0.6215816
## coef.var      0.5383054  0.26646936  0.4948717  0.3336424  0.4972652
##                Q17.2_15     Q18.1_10     Q18.1_11     Q18.1_12
## nbr.val      12.0000000  59.00000000  59.00000000  59.00000000
## nbr.null      0.0000000   0.00000000   0.00000000   0.00000000
## nbr.na       59.0000000  12.00000000  12.00000000  12.00000000
## min           1.0000000   1.00000000   1.00000000   1.00000000
## max           2.0000000   2.00000000   2.00000000   2.00000000
## range         1.0000000   1.00000000   1.00000000   1.00000000
## sum          14.0000000 109.00000000 110.00000000 110.00000000
## median        1.0000000   2.00000000   2.00000000   2.00000000
## mean          1.1666667   1.84745763   1.86440678   1.86440678
## SE.mean       0.1123666   0.04721068   0.04495356   0.04495356
## CI.mean.0.95  0.2473173   0.09450244   0.08998432   0.08998432
## var           0.1515152   0.13150205   0.11922852   0.11922852
## std.dev       0.3892495   0.36263211   0.34529483   0.34529483
## coef.var      0.3336424   0.19628710   0.18520359   0.18520359
##                  Q18.1_13     Q18.1_14    Q19.1_10    Q19.1_11    Q19.1_12
## nbr.val       59.00000000  59.00000000 12.00000000 12.00000000 12.00000000
## nbr.null       0.00000000   0.00000000  0.00000000  0.00000000  0.00000000
## nbr.na        12.00000000  12.00000000 59.00000000 59.00000000 59.00000000
## min            1.00000000   1.00000000  1.00000000  1.00000000  1.00000000
## max            2.00000000   2.00000000  2.00000000  2.00000000  2.00000000
## range          1.00000000   1.00000000  1.00000000  1.00000000  1.00000000
## sum          110.00000000 108.00000000 23.00000000 23.00000000 23.00000000
## median         2.00000000   2.00000000  2.00000000  2.00000000  2.00000000
## mean           1.86440678   1.83050847  1.91666667  1.91666667  1.91666667
## SE.mean        0.04495356   0.04926427  0.08333333  0.08333333  0.08333333
## CI.mean.0.95   0.08998432   0.09861315  0.18341543  0.18341543  0.18341543
## var            0.11922852   0.14319112  0.08333333  0.08333333  0.08333333
## std.dev        0.34529483   0.37840602  0.28867513  0.28867513  0.28867513
## coef.var       0.18520359   0.20672181  0.15061311  0.15061311  0.15061311
##                Q19.1_13 Q19.1_14    Q19.2_10   Q19.2_11   Q19.2_12
## nbr.val      12.0000000       12 12.00000000 12.0000000 12.0000000
## nbr.null      0.0000000        0  0.00000000  0.0000000  0.0000000
## nbr.na       59.0000000       59 59.00000000 59.0000000 59.0000000
## min           1.0000000        2  1.00000000  1.0000000  1.0000000
## max           2.0000000        2  2.00000000  2.0000000  2.0000000
## range         1.0000000        0  1.00000000  1.0000000  1.0000000
## sum          21.0000000       24 23.00000000 22.0000000 21.0000000
## median        2.0000000        2  2.00000000  2.0000000  2.0000000
## mean          1.7500000        2  1.91666667  1.8333333  1.7500000
## SE.mean       0.1305582        0  0.08333333  0.1123666  0.1305582
## CI.mean.0.95  0.2873568        0  0.18341543  0.2473173  0.2873568
## var           0.2045455        0  0.08333333  0.1515152  0.2045455
## std.dev       0.4522670        0  0.28867513  0.3892495  0.4522670
## coef.var      0.2584383        0  0.15061311  0.2123179  0.2584383
##                Q19.2_13    Q19.2_14    Q20.1_33    Q20.1_34    Q20.1_35
## nbr.val      12.0000000 12.00000000  57.0000000  57.0000000  57.0000000
## nbr.null      0.0000000  0.00000000   0.0000000   0.0000000   0.0000000
## nbr.na       59.0000000 59.00000000  14.0000000  14.0000000  14.0000000
## min           1.0000000  1.00000000   1.0000000   1.0000000   1.0000000
## max           2.0000000  2.00000000   7.0000000   7.0000000   7.0000000
## range         1.0000000  1.00000000   6.0000000   6.0000000   6.0000000
## sum          20.0000000 23.00000000 187.0000000 187.0000000 190.0000000
## median        2.0000000  2.00000000   4.0000000   3.0000000   3.0000000
## mean          1.6666667  1.91666667   3.2807018   3.2807018   3.3333333
## SE.mean       0.1421338  0.08333333   0.2192982   0.2207222   0.2128888
## CI.mean.0.95  0.3128344  0.18341543   0.4393072   0.4421597   0.4264675
## var           0.2424242  0.08333333   2.7412281   2.7769424   2.5833333
## std.dev       0.4923660  0.28867513   1.6556654   1.6664160   1.6072751
## coef.var      0.2954196  0.15061311   0.5046681   0.5079450   0.4821825
##                 Q20.1_36    Q20.1_37    Q20.1_39    Q20.1_40    Q20.1_41
## nbr.val       57.0000000  57.0000000  57.0000000  57.0000000  57.0000000
## nbr.null       0.0000000   0.0000000   0.0000000   0.0000000   0.0000000
## nbr.na        14.0000000  14.0000000  14.0000000  14.0000000  14.0000000
## min            1.0000000   1.0000000   1.0000000   1.0000000   1.0000000
## max            7.0000000   7.0000000   7.0000000   7.0000000   7.0000000
## range          6.0000000   6.0000000   6.0000000   6.0000000   6.0000000
## sum          208.0000000 165.0000000 196.0000000 205.0000000 206.0000000
## median         4.0000000   3.0000000   4.0000000   4.0000000   4.0000000
## mean           3.6491228   2.8947368   3.4385965   3.5964912   3.6140351
## SE.mean        0.2116459   0.2028682   0.2094532   0.2208715   0.2371436
## CI.mean.0.95   0.4239778   0.4063939   0.4195852   0.4424589   0.4750557
## var            2.5532581   2.3458647   2.5006266   2.7807018   3.2055138
## std.dev        1.5978918   1.5316216   1.5813370   1.6675436   1.7903949
## coef.var       0.4378838   0.5291056   0.4598786   0.4636585   0.4954005
##                Q21.1_33   Q21.1_34   Q21.1_35   Q21.1_36   Q21.1_37
## nbr.val      14.0000000 14.0000000 14.0000000 14.0000000 14.0000000
## nbr.null      0.0000000  0.0000000  0.0000000  0.0000000  0.0000000
## nbr.na       57.0000000 57.0000000 57.0000000 57.0000000 57.0000000
## min           1.0000000  1.0000000  1.0000000  1.0000000  1.0000000
## max           8.0000000  8.0000000  8.0000000  8.0000000  8.0000000
## range         7.0000000  7.0000000  7.0000000  7.0000000  7.0000000
## sum          61.0000000 62.0000000 77.0000000 75.0000000 57.0000000
## median        4.0000000  4.0000000  5.5000000  5.0000000  3.0000000
## mean          4.3571429  4.4285714  5.5000000  5.3571429  4.0714286
## SE.mean       0.7156580  0.7164801  0.7012548  0.6680062  0.7807033
## CI.mean.0.95  1.5460852  1.5478612  1.5149688  1.4431397  1.6866069
## var           7.1703297  7.1868132  6.8846154  6.2472527  8.5329670
## std.dev       2.6777471  2.6808232  2.6238551  2.4994505  2.9211243
## coef.var      0.6145649  0.6053472  0.4770646  0.4665641  0.7174691
##                Q21.1_39   Q21.1_40   Q21.1_41   Q22.1_10   Q22.1_11
## nbr.val      14.0000000 14.0000000 14.0000000 59.0000000 59.0000000
## nbr.null      0.0000000  0.0000000  0.0000000  0.0000000  0.0000000
## nbr.na       57.0000000 57.0000000 57.0000000 12.0000000 12.0000000
## min           1.0000000  1.0000000  1.0000000  1.0000000  1.0000000
## max           8.0000000  8.0000000  8.0000000  5.0000000  5.0000000
## range         7.0000000  7.0000000  7.0000000  4.0000000  4.0000000
## sum          61.0000000 57.0000000 67.0000000 86.0000000 84.0000000
## median        3.5000000  3.0000000  5.0000000  1.0000000  1.0000000
## mean          4.3571429  4.0714286  4.7857143  1.4576271  1.4237288
## SE.mean       0.7457362  0.7145604  0.6888322  0.1216534  0.1189359
## CI.mean.0.95  1.6110651  1.5437139  1.4881315  0.2435158  0.2380761
## var           7.7857143  7.1483516  6.6428571  0.8731736  0.8345996
## std.dev       2.7902893  2.6736401  2.5773741  0.9344376  0.9135643
## coef.var      0.6403943  0.6566835  0.5385558  0.6410676  0.6416701
##                 Q22.1_12   Q22.1_14   Q22.1_16    Q22.1_18    Q22.1_19
## nbr.val       59.0000000 59.0000000 59.0000000  59.0000000  59.0000000
## nbr.null       0.0000000  0.0000000  0.0000000   0.0000000   0.0000000
## nbr.na        12.0000000 12.0000000 12.0000000  12.0000000  12.0000000
## min            1.0000000  1.0000000  1.0000000   1.0000000   1.0000000
## max            5.0000000  5.0000000  5.0000000   5.0000000   5.0000000
## range          4.0000000  4.0000000  4.0000000   4.0000000   4.0000000
## sum          142.0000000 92.0000000 91.0000000 104.0000000 133.0000000
## median         2.0000000  1.0000000  1.0000000   1.0000000   1.0000000
## mean           2.4067797  1.5593220  1.5423729   1.7627119   2.2542373
## SE.mean        0.1905399  0.1475916  0.1416320   0.1732202   0.1927882
## CI.mean.0.95   0.3814071  0.2954367  0.2835073   0.3467380   0.3859075
## var            2.1420222  1.2852133  1.1835184   1.7703098   2.1928697
## std.dev        1.4635649  1.1336725  1.0878963   1.3305299   1.4808341
## coef.var       0.6081009  0.7270291  0.7053394   0.7548198   0.6569114
##                Q22.1_20   Q23.1_10   Q23.1_11   Q23.1_12   Q23.1_13
## nbr.val      59.0000000 12.0000000 12.0000000 12.0000000 12.0000000
## nbr.null      0.0000000  0.0000000  0.0000000  0.0000000  0.0000000
## nbr.na       12.0000000 59.0000000 59.0000000 59.0000000 59.0000000
## min           1.0000000  1.0000000  1.0000000  1.0000000  1.0000000
## max           5.0000000  5.0000000  5.0000000  5.0000000  5.0000000
## range         4.0000000  4.0000000  4.0000000  4.0000000  4.0000000
## sum          93.0000000 24.0000000 19.0000000 37.0000000 21.0000000
## median        1.0000000  1.5000000  1.0000000  3.5000000  1.0000000
## mean          1.5762712  2.0000000  1.5833333  3.0833333  1.7500000
## SE.mean       0.1454620  0.4264014  0.3361622  0.3980698  0.4105613
## CI.mean.0.95  0.2911739  0.9385032  0.7398881  0.8761458  0.9036394
## var           1.2483928  2.1818182  1.3560606  1.9015152  2.0227273
## std.dev       1.1173150  1.4770979  1.1645002  1.3789544  1.4222262
## coef.var      0.7088342  0.7385489  0.7354738  0.4472284  0.8127007
##                Q23.1_14   Q23.1_18   Q23.1_19   Q23.1_20   Q23.1_23
## nbr.val      12.0000000 12.0000000 12.0000000 12.0000000 12.0000000
## nbr.null      0.0000000  0.0000000  0.0000000  0.0000000  0.0000000
## nbr.na       59.0000000 59.0000000 59.0000000 59.0000000 59.0000000
## min           1.0000000  1.0000000  1.0000000  1.0000000  1.0000000
## max           5.0000000  5.0000000  5.0000000  5.0000000  5.0000000
## range         4.0000000  4.0000000  4.0000000  4.0000000  4.0000000
## sum          29.0000000 25.0000000 25.0000000 26.0000000 19.0000000
## median        2.5000000  1.0000000  1.5000000  1.0000000  1.0000000
## mean          2.4166667  2.0833333  2.0833333  2.1666667  1.5833333
## SE.mean       0.4166667  0.4680445  0.4166667  0.4578165  0.3980698
## CI.mean.0.95  0.9170772  1.0301590  0.9170772  1.0076474  0.8761458
## var           2.0833333  2.6287879  2.0833333  2.5151515  1.9015152
## std.dev       1.4433757  1.6213537  1.4433757  1.5859229  1.3789544
## coef.var      0.5972589  0.7782498  0.6928203  0.7319644  0.8709185
##                Q23.1_25   Q23.1_26   Q23.1_27   Q23.1_28    Q24.1_43
## nbr.val      12.0000000 12.0000000 12.0000000 12.0000000  70.0000000
## nbr.null      0.0000000  0.0000000  0.0000000  0.0000000   0.0000000
## nbr.na       59.0000000 59.0000000 59.0000000 59.0000000   1.0000000
## min           1.0000000  1.0000000  1.0000000  1.0000000   1.0000000
## max           5.0000000  5.0000000  5.0000000  5.0000000   7.0000000
## range         4.0000000  4.0000000  4.0000000  4.0000000   6.0000000
## sum          19.0000000 18.0000000 24.0000000 26.0000000 248.0000000
## median        1.0000000  1.0000000  2.0000000  1.5000000   4.0000000
## mean          1.5833333  1.5000000  2.0000000  2.1666667   3.5428571
## SE.mean       0.3579896  0.3588703  0.3481553  0.4051437   0.2299390
## CI.mean.0.95  0.7879298  0.7898682  0.7662847  0.8917153   0.4587157
## var           1.5378788  1.5454545  1.4545455  1.9696970   3.7010352
## std.dev       1.2401124  1.2431631  1.2060454  1.4034589   1.9238075
## coef.var      0.7832289  0.8287754  0.6030227  0.6477503   0.5430102
##                 Q24.1_44    Q24.1_45    Q24.1_46   Q25.1_51   Q25.1_52
## nbr.val       70.0000000  70.0000000  70.0000000 12.0000000 12.0000000
## nbr.null       0.0000000   0.0000000   0.0000000  0.0000000  0.0000000
## nbr.na         1.0000000   1.0000000   1.0000000 59.0000000 59.0000000
## min            1.0000000   1.0000000   1.0000000  1.0000000  1.0000000
## max            7.0000000   7.0000000   7.0000000  7.0000000  7.0000000
## range          6.0000000   6.0000000   6.0000000  6.0000000  6.0000000
## sum          248.0000000 284.0000000 275.0000000 67.0000000 71.0000000
## median         4.0000000   4.0000000   4.0000000  6.0000000  6.5000000
## mean           3.5428571   4.0571429   3.9285714  5.5833333  5.9166667
## SE.mean        0.2472923   0.2516083   0.2469872  0.5288400  0.5143153
## CI.mean.0.95   0.4933347   0.5019447   0.4927259  1.1639689  1.1320003
## var            4.2807453   4.4314700   4.2701863  3.3560606  3.1742424
## std.dev        2.0689962   2.1051057   2.0664429  1.8319554  1.7816404
## coef.var       0.5839909   0.5188641   0.5260037  0.3281114  0.3011223
##                Q25.1_53   Q25.1_54   Q25.1_55   Q25.1_56    Q26.1_47
## nbr.val      12.0000000 12.0000000 12.0000000 12.0000000  71.0000000
## nbr.null      0.0000000  0.0000000  0.0000000  0.0000000   0.0000000
## nbr.na       59.0000000 59.0000000 59.0000000 59.0000000   0.0000000
## min           1.0000000  1.0000000  1.0000000  1.0000000   1.0000000
## max           7.0000000  7.0000000  7.0000000  7.0000000   7.0000000
## range         6.0000000  6.0000000  6.0000000  6.0000000   6.0000000
## sum          67.0000000 65.0000000 67.0000000 65.0000000 360.0000000
## median        6.0000000  6.0000000  6.0000000  6.0000000   5.0000000
## mean          5.5833333  5.4166667  5.5833333  5.4166667   5.0704225
## SE.mean       0.4839599  0.4993683  0.4839599  0.4680445   0.1505509
## CI.mean.0.95  1.0651885  1.0991022  1.0651885  1.0301590   0.3002643
## var           2.8106061  2.9924242  2.8106061  2.6287879   1.6092555
## std.dev       1.6764862  1.7298625  1.6764862  1.6213537   1.2685644
## coef.var      0.3002662  0.3193592  0.3002662  0.2993268   0.2501891
##                 Q26.1_48    Q26.1_49    Q26.1_50    Q26.1_51    Q26.1_52
## nbr.val       71.0000000  71.0000000  71.0000000  71.0000000  71.0000000
## nbr.null       0.0000000   0.0000000   0.0000000   0.0000000   0.0000000
## nbr.na         0.0000000   0.0000000   0.0000000   0.0000000   0.0000000
## min            1.0000000   1.0000000   1.0000000   1.0000000   1.0000000
## max            7.0000000   7.0000000   7.0000000   7.0000000   7.0000000
## range          6.0000000   6.0000000   6.0000000   6.0000000   6.0000000
## sum          354.0000000 349.0000000 317.0000000 365.0000000 339.0000000
## median         5.0000000   5.0000000   4.0000000   5.0000000   4.0000000
## mean           4.9859155   4.9154930   4.4647887   5.1408451   4.7746479
## SE.mean        0.1494362   0.1780133   0.1858484   0.1491704   0.1556413
## CI.mean.0.95   0.2980411   0.3550363   0.3706630   0.2975111   0.3104168
## var            1.5855131   2.2498994   2.4523139   1.5798793   1.7199195
## std.dev        1.2591716   1.4999665   1.5659866   1.2569325   1.3114570
## coef.var       0.2525457   0.3051508   0.3507415   0.2444992   0.2746709
##                 Q26.1_53    Q26.1_54    Q27.1_51    Q27.1_52    Q27.1_53
## nbr.val       71.0000000  71.0000000  71.0000000  71.0000000  71.0000000
## nbr.null       0.0000000   0.0000000   0.0000000   0.0000000   0.0000000
## nbr.na         0.0000000   0.0000000   0.0000000   0.0000000   0.0000000
## min            1.0000000   1.0000000   1.0000000   1.0000000   1.0000000
## max            7.0000000   7.0000000   7.0000000   7.0000000   7.0000000
## range          6.0000000   6.0000000   6.0000000   6.0000000   6.0000000
## sum          344.0000000 349.0000000 282.0000000 283.0000000 326.0000000
## median         5.0000000   5.0000000   4.0000000   4.0000000   5.0000000
## mean           4.8450704   4.9154930   3.9718310   3.9859155   4.5915493
## SE.mean        0.1549296   0.1576315   0.2260427   0.2155830   0.2211889
## CI.mean.0.95   0.3089973   0.3143860   0.4508280   0.4299668   0.4411474
## var            1.7042254   1.7641851   3.6277666   3.2997988   3.4736419
## std.dev        1.3054598   1.3282263   1.9046697   1.8165348   1.8637709
## coef.var       0.2694408   0.2702122   0.4795445   0.4557384   0.4059133
##                 Q27.1_54    Q28.1_20    Q28.1_22    Q28.1_23    Q28.1_24
## nbr.val       71.0000000  70.0000000  70.0000000  70.0000000  70.0000000
## nbr.null       0.0000000   0.0000000   0.0000000   0.0000000   0.0000000
## nbr.na         0.0000000   1.0000000   1.0000000   1.0000000   1.0000000
## min            1.0000000   1.0000000   1.0000000   1.0000000   1.0000000
## max            7.0000000   5.0000000   5.0000000   5.0000000   5.0000000
## range          6.0000000   4.0000000   4.0000000   4.0000000   4.0000000
## sum          302.0000000 215.0000000 189.0000000 208.0000000 199.0000000
## median         4.0000000   3.0000000   3.0000000   3.0000000   3.0000000
## mean           4.2535211   3.0714286   2.7000000   2.9714286   2.8428571
## SE.mean        0.2267062   0.1384945   0.1527525   0.1438475   0.1248365
## CI.mean.0.95   0.4521512   0.2762889   0.3047329   0.2869679   0.2490420
## var            3.6490946   1.3426501   1.6333333   1.4484472   1.0908903
## std.dev        1.9102603   1.1587278   1.2780193   1.2035145   1.0444569
## coef.var       0.4491009   0.3772602   0.4733405   0.4050289   0.3673969
##                 Q28.1_25    Q28.1_26    Q28.1_27    Q28.1_28    Q28.1_29
## nbr.val       71.0000000  70.0000000  69.0000000  70.0000000  71.0000000
## nbr.null       0.0000000   0.0000000   0.0000000   0.0000000   0.0000000
## nbr.na         0.0000000   1.0000000   2.0000000   1.0000000   0.0000000
## min            1.0000000   1.0000000   1.0000000   1.0000000   1.0000000
## max            5.0000000   5.0000000   5.0000000   5.0000000   5.0000000
## range          4.0000000   4.0000000   4.0000000   4.0000000   4.0000000
## sum          167.0000000 163.0000000 139.0000000 161.0000000 227.0000000
## median         2.0000000   2.0000000   2.0000000   2.0000000   3.0000000
## mean           2.3521127   2.3285714   2.0144928   2.3000000   3.1971831
## SE.mean        0.1270286   0.1345515   0.1297462   0.1324244   0.1369688
## CI.mean.0.95   0.2533505   0.2684229   0.2589045   0.2641795   0.2731756
## var            1.1456740   1.2672878   1.1615516   1.2275362   1.3319920
## std.dev        1.0703616   1.1257388   1.0777530   1.1079423   1.1541196
## coef.var       0.4550639   0.4834461   0.5349997   0.4817141   0.3609801
##              Q29_3 Q29_4 Q29_5 Q29_6          Q30 Q31 Q32          Q33
## nbr.val         47    37    13     8  71.00000000  NA  NA  70.00000000
## nbr.null         0     0     0     0   0.00000000  NA  NA   0.00000000
## nbr.na          24    34    58    63   0.00000000  NA  NA   1.00000000
## min              1     1     1     1   1.00000000  NA  NA   9.00000000
## max              1     1     1     1   3.00000000  NA  NA  10.00000000
## range            0     0     0     0   2.00000000  NA  NA   1.00000000
## sum             47    37    13     8 119.00000000  NA  NA 656.00000000
## median           1     1     1     1   1.00000000  NA  NA   9.00000000
## mean             1     1     1     1   1.67605634  NA  NA   9.37142857
## SE.mean          0     0     0     0   0.09360787  NA  NA   0.05816884
## CI.mean.0.95     0     0     0     0   0.18669501  NA  NA   0.11604367
## var              0     0     0     0   0.62213280  NA  NA   0.23685300
## std.dev          0     0     0     0   0.78875395  NA  NA   0.48667546
## coef.var         0     0     0     0   0.47060110  NA  NA   0.05193183
##                       Q34     Q35.1_1     Q35.1_2     Q35.1_3 Q36_1_TEXT
## nbr.val       71.00000000  71.0000000  71.0000000  71.0000000         NA
## nbr.null       0.00000000   0.0000000   0.0000000   0.0000000         NA
## nbr.na         0.00000000   0.0000000   0.0000000   0.0000000         NA
## min            9.00000000   1.0000000   1.0000000   1.0000000         NA
## max           10.00000000   7.0000000   7.0000000   7.0000000         NA
## range          1.00000000   6.0000000   6.0000000   6.0000000         NA
## sum          673.00000000 364.0000000 333.0000000 324.0000000         NA
## median         9.00000000   5.0000000   4.0000000   4.0000000         NA
## mean           9.47887324   5.1267606   4.6901408   4.5633803         NA
## SE.mean        0.05970806   0.1870340   0.1877448   0.1910812         NA
## CI.mean.0.95   0.11908397   0.3730276   0.3744452   0.3810995         NA
## var            0.25311871   2.4837022   2.5026157   2.5923541         NA
## std.dev        0.50310905   1.5759766   1.5819658   1.6100789         NA
## coef.var       0.05307688   0.3074020   0.3372960   0.3528259         NA
##              Q36_2_TEXT Q36_3_TEXT Q36_4_TEXT Q37 LocationLatitude
## nbr.val              NA         NA         NA  68       68.0000000
## nbr.null             NA         NA         NA   0        0.0000000
## nbr.na               NA         NA         NA   3        3.0000000
## min                  NA         NA         NA   1      -34.6699982
## max                  NA         NA         NA   1       53.5247955
## range                NA         NA         NA   0       88.1947937
## sum                  NA         NA         NA  68     2375.3007812
## median               NA         NA         NA   1       40.1125031
## mean                 NA         NA         NA   1       34.9308938
## SE.mean              NA         NA         NA   0        1.5497468
## CI.mean.0.95         NA         NA         NA   0        3.0933076
## var                  NA         NA         NA   0      163.3166353
## std.dev              NA         NA         NA   0       12.7795397
## coef.var             NA         NA         NA   0        0.3658521
##              LocationLongitude LocationAccuracy    know_cr1    know_cr2
## nbr.val              68.000000               71  71.0000000  71.0000000
## nbr.null              0.000000                0   0.0000000   0.0000000
## nbr.na                3.000000                0   0.0000000   0.0000000
## min                -122.911697               -1   1.0000000   1.0000000
## max                 117.280792               -1   8.0000000   8.0000000
## range               240.192490                0   7.0000000   7.0000000
## sum               -2295.570610              -71 425.0000000 404.0000000
## median              -73.965302               -1   6.0000000   6.0000000
## mean                -33.758391               -1   5.9859155   5.6901408
## SE.mean               8.730085                0   0.1367825   0.1612221
## CI.mean.0.95         17.425323                0   0.2728040   0.3215474
## var                5182.578377                0   1.3283702   1.8454728
## std.dev              71.990127                0   1.1525494   1.3584818
## coef.var             -2.132511                0   0.1925436   0.2387431
##                 know_cr3    know_cr4    know_cr5    know_cr6
## nbr.val       71.0000000  71.0000000  71.0000000  71.0000000
## nbr.null       0.0000000   0.0000000   0.0000000   6.0000000
## nbr.na         0.0000000   0.0000000   0.0000000   0.0000000
## min            1.0000000   1.0000000   1.0000000   0.0000000
## max            8.0000000   8.0000000   8.0000000   8.0000000
## range          7.0000000   7.0000000   7.0000000   8.0000000
## sum          349.0000000 386.0000000 380.0000000 300.0000000
## median         5.0000000   6.0000000   6.0000000   5.0000000
## mean           4.9154930   5.4366197   5.3521127   4.2253521
## SE.mean        0.2362913   0.1687120   0.2180013   0.2450288
## CI.mean.0.95   0.4712682   0.3364855   0.4347900   0.4886945
## var            3.9641851   2.0209256   3.3742455   4.2627767
## std.dev        1.9910261   1.4215926   1.8369119   2.0646493
## coef.var       0.4050512   0.2614847   0.3432125   0.4886337
##              know_shr_ng.in1 know_shr_ng.in2 know_shr_ng.in3
## nbr.val           71.0000000      71.0000000      70.0000000
## nbr.null           0.0000000       0.0000000       0.0000000
## nbr.na             0.0000000       0.0000000       1.0000000
## min                1.0000000       1.0000000       1.0000000
## max                5.0000000       5.0000000       5.0000000
## range              4.0000000       4.0000000       4.0000000
## sum              191.0000000     176.0000000     186.0000000
## median             3.0000000       2.0000000       2.5000000
## mean               2.6901408       2.4788732       2.6571429
## SE.mean            0.1767030       0.1781406       0.1807343
## CI.mean.0.95       0.3524231       0.3552902       0.3605551
## var                2.2169014       2.2531187       2.2865424
## std.dev            1.4889263       1.5010392       1.5121318
## coef.var           0.5534752       0.6055329       0.5690818
##              know_shr_ng.in4 know_shr_ng.in5 know_shr_ng.out1
## nbr.val           71.0000000      70.0000000       71.0000000
## nbr.null           0.0000000       0.0000000        0.0000000
## nbr.na             0.0000000       1.0000000        0.0000000
## min                1.0000000       1.0000000        1.0000000
## max                5.0000000       5.0000000        5.0000000
## range              4.0000000       4.0000000        4.0000000
## sum              209.0000000     132.0000000      191.0000000
## median             3.0000000       1.0000000        3.0000000
## mean               2.9436620       1.8857143        2.6901408
## SE.mean            0.1804168       0.1596358        0.1767030
## CI.mean.0.95       0.3598300       0.3184647        0.3524231
## var                2.3110664       1.7838509        2.2169014
## std.dev            1.5202192       1.3356088        1.4889263
## coef.var           0.5164381       0.7082774        0.5534752
##              know_shr_ng.out2 know_shr_ng.out3 know_shr_ng.out4
## nbr.val            71.0000000       70.0000000       71.0000000
## nbr.null            0.0000000        0.0000000        0.0000000
## nbr.na              0.0000000        1.0000000        0.0000000
## min                 1.0000000        1.0000000        1.0000000
## max                 5.0000000        5.0000000        5.0000000
## range               4.0000000        4.0000000        4.0000000
## sum               176.0000000      186.0000000      209.0000000
## median              2.0000000        2.5000000        3.0000000
## mean                2.4788732        2.6571429        2.9436620
## SE.mean             0.1781406        0.1807343        0.1804168
## CI.mean.0.95        0.3552902        0.3605551        0.3598300
## var                 2.2531187        2.2865424        2.3110664
## std.dev             1.5010392        1.5121318        1.5202192
## coef.var            0.6055329        0.5690818        0.5164381
##              know_shr_ng.out5     altru_1     altru_2     altru_3
## nbr.val            70.0000000  71.0000000  71.0000000  71.0000000
## nbr.null            0.0000000   0.0000000   0.0000000   0.0000000
## nbr.na              1.0000000   0.0000000   0.0000000   0.0000000
## min                 1.0000000   1.0000000   1.0000000   1.0000000
## max                 5.0000000   8.0000000   8.0000000   8.0000000
## range               4.0000000   7.0000000   7.0000000   7.0000000
## sum               132.0000000 396.0000000 396.0000000 379.0000000
## median              1.0000000   6.0000000   6.0000000   5.0000000
## mean                1.8857143   5.5774648   5.5774648   5.3380282
## SE.mean             0.1596358   0.1662245   0.1650096   0.1736618
## CI.mean.0.95        0.3184647   0.3315242   0.3291012   0.3463575
## var                 1.7838509   1.9617706   1.9331992   2.1412475
## std.dev             1.3356088   1.4006322   1.3903953   1.4633002
## coef.var            0.7082774   0.2511235   0.2492881   0.2741275
##                    rep_1       rep_2       rep_3       rel_1       rel_2
## nbr.val       71.0000000  71.0000000  71.0000000  71.0000000  71.0000000
## nbr.null       0.0000000   0.0000000   0.0000000   0.0000000   0.0000000
## nbr.na         0.0000000   0.0000000   0.0000000   0.0000000   0.0000000
## min            1.0000000   1.0000000   1.0000000   1.0000000   1.0000000
## max            8.0000000   8.0000000   8.0000000   8.0000000   8.0000000
## range          7.0000000   7.0000000   7.0000000   7.0000000   7.0000000
## sum          359.0000000 340.0000000 350.0000000 346.0000000 326.0000000
## median         5.0000000   5.0000000   5.0000000   5.0000000   4.0000000
## mean           5.0563380   4.7887324   4.9295775   4.8732394   4.5915493
## SE.mean        0.1954074   0.1848546   0.2163572   0.1964776   0.2041594
## CI.mean.0.95   0.3897277   0.3686809   0.4315108   0.3918622   0.4071831
## var            2.7110664   2.4261569   3.3235412   2.7408451   2.9593561
## std.dev        1.6465316   1.5576126   1.8230582   1.6555498   1.7202779
## coef.var       0.3256372   0.3252662   0.3698204   0.3397226   0.3746618
##                    rel_3       rel_4     learn_1     learn_2     learn_3
## nbr.val       71.0000000  71.0000000  71.0000000  71.0000000  71.0000000
## nbr.null       0.0000000   0.0000000   0.0000000   0.0000000   0.0000000
## nbr.na         0.0000000   0.0000000   0.0000000   0.0000000   0.0000000
## min            1.0000000   1.0000000   1.0000000   1.0000000   1.0000000
## max            8.0000000   8.0000000   8.0000000   8.0000000   8.0000000
## range          7.0000000   7.0000000   7.0000000   7.0000000   7.0000000
## sum          326.0000000 334.0000000 333.0000000 416.0000000 378.0000000
## median         4.0000000   5.0000000   5.0000000   6.0000000   6.0000000
## mean           4.5915493   4.7042254   4.6901408   5.8591549   5.3239437
## SE.mean        0.1866548   0.2088527   0.1845017   0.1518442   0.1836086
## CI.mean.0.95   0.3722713   0.4165436   0.3679770   0.3028436   0.3661959
## var            2.4736419   3.0969819   2.4169014   1.6370221   2.3935614
## std.dev        1.5727816   1.7598244   1.5546387   1.2794617   1.5471139
## coef.var       0.3425383   0.3740944   0.3314695   0.2183697   0.2905955
##                  learn_4
## nbr.val       71.0000000
## nbr.null       0.0000000
## nbr.na         0.0000000
## min            1.0000000
## max            8.0000000
## range          7.0000000
## sum          379.0000000
## median         5.0000000
## mean           5.3380282
## SE.mean        0.1759638
## CI.mean.0.95   0.3509486
## var            2.1983903
## std.dev        1.4826970
## coef.var       0.2777612
## Description of dibbs1 
## V4 
## Q4_TEXT 
## Q5_TEXT
## 
##  Numeric 
##                     mean median    max     var    sd valid.n
## research            1.20   1.00   2.00    0.16  0.40      71
## group               1.83   2.00   2.00    0.14  0.38      71
## V7                  0.00   0.00   0.00    0.00  0.00      71
## V10                 0.96   1.00   1.00    0.04  0.20      71
## Q1                  2.10   2.00   3.00    0.49  0.70      71
## Q2                  1.00   1.00   1.00    0.00  0.00      14
## Q3                  1.00   1.00   1.00    0.00  0.00      13
## Q4                 19.06  16.00  41.00  181.80 13.48      71
## Q5                 19.71  13.00  53.00  293.91 17.14      14
## Q7.1_1              5.96   6.00   7.00    1.39  1.18      57
## Q7.1_2              5.63   6.00   7.00    1.63  1.28      57
## Q7.1_3              4.75   5.00   7.00    3.08  1.76      57
## Q7.1_4              5.42   6.00   7.00    1.82  1.35      57
## Q7.1_5              5.14   5.00   7.00    2.62  1.62      57
## Q7.1_6              4.07   5.00   6.00    4.32  2.08      57
## Q8.1_1              6.07   6.00   8.00    1.15  1.07      14
## Q8.1_2              5.93   6.00   8.00    2.84  1.69      14
## Q8.1_3              5.57   6.50   8.00    7.49  2.74      14
## Q8.1_4              5.50   5.50   8.00    3.04  1.74      14
## Q8.1_5              6.21   8.00   8.00    5.87  2.42      14
## Q8.1_6              4.86   5.00   8.00    3.82  1.96      14
## Q9                  1.83   2.00   2.00    0.14  0.38      71
## Q10.1_1             2.64   3.00   5.00    2.27  1.51      59
## Q10.1_2             2.39   2.00   5.00    2.28  1.51      59
## Q10.1_3             2.60   2.50   5.00    2.35  1.53      58
## Q10.1_4             2.95   3.00   5.00    2.39  1.55      59
## Q10.1_6             1.67   1.00   5.00    1.49  1.22      58
## group.in1           3.58   4.00   5.00    2.08  1.44      12
## group.in2           2.08   2.00   4.00    1.36  1.16      12
## group.in3           2.83   3.00   5.00    2.70  1.64      12
## group.in4           3.50   4.00   5.00    1.91  1.38      12
## group.in5           2.92   2.50   5.00    2.08  1.44      12
## group.out1          1.82   1.00   5.00    1.96  1.40      11
## group.out2          1.27   1.00   3.00    0.42  0.65      11
## group.out3          1.18   1.00   2.00    0.16  0.40      11
## group.out4          2.00   1.00   5.00    2.60  1.61      11
## group.out5          1.55   1.00   4.00    1.07  1.04      11
## Q13.1_8             5.65   6.00   7.00    1.45  1.20      57
## Q13.1_11            5.60   6.00   7.00    1.35  1.16      57
## Q13.1_12            5.39   6.00   7.00    1.67  1.29      57
## Q13.1_13            5.16   5.00   7.00    2.31  1.52      57
## Q13.1_23            4.84   5.00   7.00    2.03  1.42      57
## Q13.1_25            4.93   5.00   7.00    2.67  1.64      57
## Q13.1_26            4.88   5.00   7.00    2.47  1.57      57
## Q13.1_27            4.61   5.00   7.00    2.56  1.60      57
## Q13.1_28            4.65   5.00   7.00    2.20  1.48      57
## Q13.1_29            4.74   5.00   7.00    2.48  1.58      57
## Q13.1_30            4.81   5.00   7.00    2.02  1.42      57
## Q13.1_31            5.98   6.00   7.00    0.98  0.99      57
## Q13.1_32            5.47   6.00   7.00    1.58  1.26      57
## Q13.1_33            5.40   5.00   7.00    1.49  1.22      57
## Q14.1_8             5.29   5.50   8.00    4.22  2.05      14
## Q14.1_11            5.50   6.00   8.00    4.58  2.14      14
## Q14.1_12            5.14   5.00   8.00    4.29  2.07      14
## Q14.1_13            4.64   5.00   8.00    4.40  2.10      14
## Q14.1_23            4.57   4.50   8.00    4.26  2.06      14
## Q14.1_25            4.93   4.50   8.00    6.38  2.53      14
## Q14.1_26            4.86   4.50   8.00    4.13  2.03      14
## Q14.1_27            4.50   4.00   8.00    4.88  2.21      14
## Q14.1_28            4.36   4.00   8.00    3.79  1.95      14
## Q14.1_29            4.57   4.00   8.00    5.96  2.44      14
## Q14.1_30            4.21   4.00   8.00    4.03  2.01      14
## Q14.1_31            5.36   6.00   8.00    4.25  2.06      14
## Q14.1_32            4.71   5.50   8.00    5.60  2.37      14
## Q14.1_33            5.07   5.00   8.00    5.30  2.30      14
## Q16.1_3             2.24   2.00   5.00    1.67  1.29      59
## Q16.1_6             2.44   2.00   5.00    2.22  1.49      59
## Q16.1_7             1.78   1.00   5.00    1.21  1.10      59
## Q16.1_8             2.36   2.00   5.00    2.06  1.44      59
## Q16.1_9             2.63   2.00   5.00    2.38  1.54      59
## Q17.1_11            2.58   2.00   5.00    2.45  1.56      12
## Q17.1_12            1.58   1.00   4.00    0.99  1.00      12
## Q17.1_13            2.42   2.00   5.00    1.72  1.31      12
## Q17.1_14            2.75   2.50   5.00    2.20  1.48      12
## Q17.1_15            2.67   3.00   5.00    2.06  1.44      12
## Q17.2_11            1.08   1.00   2.00    0.08  0.29      12
## Q17.2_12            1.17   1.00   3.00    0.33  0.58      12
## Q17.2_13            1.17   1.00   2.00    0.15  0.39      12
## Q17.2_14            1.25   1.00   3.00    0.39  0.62      12
## Q17.2_15            1.17   1.00   2.00    0.15  0.39      12
## Q18.1_10            1.85   2.00   2.00    0.13  0.36      59
## Q18.1_11            1.86   2.00   2.00    0.12  0.35      59
## Q18.1_12            1.86   2.00   2.00    0.12  0.35      59
## Q18.1_13            1.86   2.00   2.00    0.12  0.35      59
## Q18.1_14            1.83   2.00   2.00    0.14  0.38      59
## Q19.1_10            1.92   2.00   2.00    0.08  0.29      12
## Q19.1_11            1.92   2.00   2.00    0.08  0.29      12
## Q19.1_12            1.92   2.00   2.00    0.08  0.29      12
## Q19.1_13            1.75   2.00   2.00    0.20  0.45      12
## Q19.1_14            2.00   2.00   2.00    0.00  0.00      12
## Q19.2_10            1.92   2.00   2.00    0.08  0.29      12
## Q19.2_11            1.83   2.00   2.00    0.15  0.39      12
## Q19.2_12            1.75   2.00   2.00    0.20  0.45      12
## Q19.2_13            1.67   2.00   2.00    0.24  0.49      12
## Q19.2_14            1.92   2.00   2.00    0.08  0.29      12
## Q20.1_33            3.28   4.00   7.00    2.74  1.66      57
## Q20.1_34            3.28   3.00   7.00    2.78  1.67      57
## Q20.1_35            3.33   3.00   7.00    2.58  1.61      57
## Q20.1_36            3.65   4.00   7.00    2.55  1.60      57
## Q20.1_37            2.89   3.00   7.00    2.35  1.53      57
## Q20.1_39            3.44   4.00   7.00    2.50  1.58      57
## Q20.1_40            3.60   4.00   7.00    2.78  1.67      57
## Q20.1_41            3.61   4.00   7.00    3.21  1.79      57
## Q21.1_33            4.36   4.00   8.00    7.17  2.68      14
## Q21.1_34            4.43   4.00   8.00    7.19  2.68      14
## Q21.1_35            5.50   5.50   8.00    6.88  2.62      14
## Q21.1_36            5.36   5.00   8.00    6.25  2.50      14
## Q21.1_37            4.07   3.00   8.00    8.53  2.92      14
## Q21.1_39            4.36   3.50   8.00    7.79  2.79      14
## Q21.1_40            4.07   3.00   8.00    7.15  2.67      14
## Q21.1_41            4.79   5.00   8.00    6.64  2.58      14
## Q22.1_10            1.46   1.00   5.00    0.87  0.93      59
## Q22.1_11            1.42   1.00   5.00    0.83  0.91      59
## Q22.1_12            2.41   2.00   5.00    2.14  1.46      59
## Q22.1_14            1.56   1.00   5.00    1.29  1.13      59
## Q22.1_16            1.54   1.00   5.00    1.18  1.09      59
## Q22.1_18            1.76   1.00   5.00    1.77  1.33      59
## Q22.1_19            2.25   1.00   5.00    2.19  1.48      59
## Q22.1_20            1.58   1.00   5.00    1.25  1.12      59
## Q23.1_10            2.00   1.50   5.00    2.18  1.48      12
## Q23.1_11            1.58   1.00   5.00    1.36  1.16      12
## Q23.1_12            3.08   3.50   5.00    1.90  1.38      12
## Q23.1_13            1.75   1.00   5.00    2.02  1.42      12
## Q23.1_14            2.42   2.50   5.00    2.08  1.44      12
## Q23.1_18            2.08   1.00   5.00    2.63  1.62      12
## Q23.1_19            2.08   1.50   5.00    2.08  1.44      12
## Q23.1_20            2.17   1.00   5.00    2.52  1.59      12
## Q23.1_23            1.58   1.00   5.00    1.90  1.38      12
## Q23.1_25            1.58   1.00   5.00    1.54  1.24      12
## Q23.1_26            1.50   1.00   5.00    1.55  1.24      12
## Q23.1_27            2.00   2.00   5.00    1.45  1.21      12
## Q23.1_28            2.17   1.50   5.00    1.97  1.40      12
## Q24.1_43            3.54   4.00   7.00    3.70  1.92      70
## Q24.1_44            3.54   4.00   7.00    4.28  2.07      70
## Q24.1_45            4.06   4.00   7.00    4.43  2.11      70
## Q24.1_46            3.93   4.00   7.00    4.27  2.07      70
## Q25.1_51            5.58   6.00   7.00    3.36  1.83      12
## Q25.1_52            5.92   6.50   7.00    3.17  1.78      12
## Q25.1_53            5.58   6.00   7.00    2.81  1.68      12
## Q25.1_54            5.42   6.00   7.00    2.99  1.73      12
## Q25.1_55            5.58   6.00   7.00    2.81  1.68      12
## Q25.1_56            5.42   6.00   7.00    2.63  1.62      12
## Q26.1_47            5.07   5.00   7.00    1.61  1.27      71
## Q26.1_48            4.99   5.00   7.00    1.59  1.26      71
## Q26.1_49            4.92   5.00   7.00    2.25  1.50      71
## Q26.1_50            4.46   4.00   7.00    2.45  1.57      71
## Q26.1_51            5.14   5.00   7.00    1.58  1.26      71
## Q26.1_52            4.77   4.00   7.00    1.72  1.31      71
## Q26.1_53            4.85   5.00   7.00    1.70  1.31      71
## Q26.1_54            4.92   5.00   7.00    1.76  1.33      71
## Q27.1_51            3.97   4.00   7.00    3.63  1.90      71
## Q27.1_52            3.99   4.00   7.00    3.30  1.82      71
## Q27.1_53            4.59   5.00   7.00    3.47  1.86      71
## Q27.1_54            4.25   4.00   7.00    3.65  1.91      71
## Q28.1_20            3.07   3.00   5.00    1.34  1.16      70
## Q28.1_22            2.70   3.00   5.00    1.63  1.28      70
## Q28.1_23            2.97   3.00   5.00    1.45  1.20      70
## Q28.1_24            2.84   3.00   5.00    1.09  1.04      70
## Q28.1_25            2.35   2.00   5.00    1.15  1.07      71
## Q28.1_26            2.33   2.00   5.00    1.27  1.13      70
## Q28.1_27            2.01   2.00   5.00    1.16  1.08      69
## Q28.1_28            2.30   2.00   5.00    1.23  1.11      70
## Q28.1_29            3.20   3.00   5.00    1.33  1.15      71
## Q29_3               1.00   1.00   1.00    0.00  0.00      47
## Q29_4               1.00   1.00   1.00    0.00  0.00      37
## Q29_5               1.00   1.00   1.00    0.00  0.00      13
## Q29_6               1.00   1.00   1.00    0.00  0.00       8
## Q30                 1.68   1.00   3.00    0.62  0.79      71
## Q33                 9.37   9.00  10.00    0.24  0.49      70
## Q34                 9.48   9.00  10.00    0.25  0.50      71
## Q35.1_1             5.13   5.00   7.00    2.48  1.58      71
## Q35.1_2             4.69   4.00   7.00    2.50  1.58      71
## Q35.1_3             4.56   4.00   7.00    2.59  1.61      71
## Q37                 1.00   1.00   1.00    0.00  0.00      68
## LocationLatitude   34.93  40.11  53.52  163.32 12.78      68
## LocationLongitude -33.76 -73.97 117.28 5182.58 71.99      68
## LocationAccuracy   -1.00  -1.00  -1.00    0.00  0.00      71
## know_cr1            5.99   6.00   8.00    1.33  1.15      71
## know_cr2            5.69   6.00   8.00    1.85  1.36      71
## know_cr3            4.92   5.00   8.00    3.96  1.99      71
## know_cr4            5.44   6.00   8.00    2.02  1.42      71
## know_cr5            5.35   6.00   8.00    3.37  1.84      71
## know_cr6            4.23   5.00   8.00    4.26  2.06      71
## know_shr_ng.in1     2.69   3.00   5.00    2.22  1.49      71
## know_shr_ng.in2     2.48   2.00   5.00    2.25  1.50      71
## know_shr_ng.in3     2.66   2.50   5.00    2.29  1.51      70
## know_shr_ng.in4     2.94   3.00   5.00    2.31  1.52      71
## know_shr_ng.in5     1.89   1.00   5.00    1.78  1.34      70
## know_shr_ng.out1    2.69   3.00   5.00    2.22  1.49      71
## know_shr_ng.out2    2.48   2.00   5.00    2.25  1.50      71
## know_shr_ng.out3    2.66   2.50   5.00    2.29  1.51      70
## know_shr_ng.out4    2.94   3.00   5.00    2.31  1.52      71
## know_shr_ng.out5    1.89   1.00   5.00    1.78  1.34      70
## altru_1             5.58   6.00   8.00    1.96  1.40      71
## altru_2             5.58   6.00   8.00    1.93  1.39      71
## altru_3             5.34   5.00   8.00    2.14  1.46      71
## rep_1               5.06   5.00   8.00    2.71  1.65      71
## rep_2               4.79   5.00   8.00    2.43  1.56      71
## rep_3               4.93   5.00   8.00    3.32  1.82      71
## rel_1               4.87   5.00   8.00    2.74  1.66      71
## rel_2               4.59   4.00   8.00    2.96  1.72      71
## rel_3               4.59   4.00   8.00    2.47  1.57      71
## rel_4               4.70   5.00   8.00    3.10  1.76      71
## learn_1             4.69   5.00   8.00    2.42  1.55      71
## learn_2             5.86   6.00   8.00    1.64  1.28      71
## learn_3             5.32   6.00   8.00    2.39  1.55      71
## learn_4             5.34   5.00   8.00    2.20  1.48      71
## 
##  Factor 
##          
## V1        FS_1n1iFnkInk33LPY FS_31j8hq0H6mteYLH FS_pyJgAQpniZutcIh
##   Count                 1.00               1.00               1.00
##   Percent               1.41               1.41               1.41
##          
## V1        R_10TXikJJRb4NdpD R_115T5QfhTYb3TlT R_1CeYXmxKKABDy7u
##   Count                1.00              1.00              1.00
##   Percent              1.41              1.41              1.41
##          
## V1        R_1cZclaDN5VcKxYp R_1dpeTSvJX3HE2Wk R_1DvwmWPUzXFCM6O
##   Count                1.00              1.00              1.00
##   Percent              1.41              1.41              1.41
##          
## V1        R_1FFcL1mvX04l16o R_1g6f8DYslH9oWYu R_1GvvJHnlaXyqTz9
##   Count                1.00              1.00              1.00
##   Percent              1.41              1.41              1.41
##          
## V1        R_1hXzkDwDXPnQQmE R_1i2REMkYepTzOb4 R_1IcGqG2dDjyFgKH
##   Count                1.00              1.00              1.00
##   Percent              1.41              1.41              1.41
##          
## V1        R_1IpiFfLVOdG1tbV R_1JFV5PPmGLrjcuH R_1Ka53z8U5OEAMl0
##   Count                1.00              1.00              1.00
##   Percent              1.41              1.41              1.41
##          
## V1        R_1kTj96JN8HmF4rX R_1mJLEJ4018evzJg R_1oIl3IwhOHlXZZP
##   Count                1.00              1.00              1.00
##   Percent              1.41              1.41              1.41
##          
## V1        R_1omSmMWa7T9DD67 R_1PYNMgsE9SzrGuf R_1QfTeAWL6r1Tlh6
##   Count                1.00              1.00              1.00
##   Percent              1.41              1.41              1.41
##          
## V1        R_24q5k5UJYwuaSFm R_24vK0M1TcLSaYXz R_24XxzKuoj2uROA9
##   Count                1.00              1.00              1.00
##   Percent              1.41              1.41              1.41
##          
## V1        R_26l00qn9bOxHtcX R_273BKu3iGbCIAzS R_2azTwKzDcT2H8g8
##   Count                1.00              1.00              1.00
##   Percent              1.41              1.41              1.41
##          
## V1        R_2dEAyefWqu8JD8B R_2e2NS0Z1knTeYEE R_2fkvbkmo1mhLvHn
##   Count                1.00              1.00              1.00
##   Percent              1.41              1.41              1.41
##          
## V1        R_2OVVvwaAq6v1aii R_2QYWioU0s02Cqhj R_2xEqIJmGzfqUf4x
##   Count                1.00              1.00              1.00
##   Percent              1.41              1.41              1.41
##          
## V1        R_2YgP2Dh1SFaXwsS R_2ZIzYlRFIXz4YNv R_2zqGBDJeME1S8d4
##   Count                1.00              1.00              1.00
##   Percent              1.41              1.41              1.41
##          
## V1        R_3DqBjsFxIHECIzg R_3GBoDgk0Dwqv6nZ R_3gO5Ion2UALawKf
##   Count                1.00              1.00              1.00
##   Percent              1.41              1.41              1.41
##          
## V1        R_3iwlX2jxWXQQL6W R_3kN9rDEy7Wnkz2N R_3MLkpKNNvIPVUtw
##   Count                1.00              1.00              1.00
##   Percent              1.41              1.41              1.41
##          
## V1        R_3nBMCD0tjJKLbHZ R_3nufpsRpR4knFtM R_3OqWBoHGEYQNXmx
##   Count                1.00              1.00              1.00
##   Percent              1.41              1.41              1.41
##          
## V1        R_3qe8lEksMkgdeSB R_3R1QfzWjHeEtcyl R_3rSuYa98RNZv5xA
##   Count                1.00              1.00              1.00
##   Percent              1.41              1.41              1.41
##          
## V1        R_3s5jKLB9ryWiOJS R_3ssOCX5eNkcOfNb R_6gumtRkiAbtzUFr
##   Count                1.00              1.00              1.00
##   Percent              1.41              1.41              1.41
##          
## V1        R_8pktSZ73Qq97Cxj R_AAkm0LXTNCPCLXX R_b7yKPAnwI4h8yyJ
##   Count                1.00              1.00              1.00
##   Percent              1.41              1.41              1.41
##          
## V1        R_BXpY5ORgv0pUeqJ R_Dc00iJ0qZ7v7IXL R_e2TxjqV0qOzfwjL
##   Count                1.00              1.00              1.00
##   Percent              1.41              1.41              1.41
##          
## V1        R_reclqoxbkH6TqNP R_RWGKh9oIsVarTIl R_Rz5iApjMTeCKQz7
##   Count                1.00              1.00              1.00
##   Percent              1.41              1.41              1.41
##          
## V1        R_T0MOxkQyVsNeTkJ R_tJnRjJFNL02h2ql R_tWYApz4n7K9YhAl
##   Count                1.00              1.00              1.00
##   Percent              1.41              1.41              1.41
##          
## V1        R_W20JFLgFAPvrGi5 R_XLYvzwCJCdsdmKd R_XnzDYleAfImETct
##   Count                1.00              1.00              1.00
##   Percent              1.41              1.41              1.41
##          
## V1        R_yt0ihw48ewEdGFj R_Zlc2WPNSJHxoTxT R_1JXeD8GRbZZfqgw
##   Count                1.00              1.00                 0
##   Percent              1.41              1.41                 0
##          
## V1        R_1mtnpvBmUGYbpFM R_27O7qFFzvUOcWD6 R_WwFs2oLj1WmOrex
##   Count                   0                 0                 0
##   Percent                 0                 0                 0
## Mode >1 mode 
##          
## V2        Default Response Set <NA>
##   Count                  68.00 3.00
##   Percent                95.77 4.23
## Mode Default Response Set 
##          
## V3        , confinement_qualifies , freshwater_superseded , win_sands
##   Count                      1.00                    1.00        1.00
##   Percent                    1.41                    1.41        1.41
##          
## V3        accommodation_convening acquittal_kissing activity_shear
##   Count                      1.00              1.00           1.00
##   Percent                    1.41              1.41           1.41
##          
## V3        advertisement_tripping alarm_hurts altimeter_effecting
##   Count                     1.00        1.00                1.00
##   Percent                   1.41        1.41                1.41
##          
## V3        ammonia_sanding answer_disclose auxiliaries_feeding
##   Count              1.00            1.00                1.00
##   Percent            1.41            1.41                1.41
##          
## V3        bigamy_racing bit_please boatswain_regulating boxes_spooning
##   Count            1.00       1.00                 1.00           1.00
##   Percent          1.41       1.41                 1.41           1.41
##          
## V3        breakdown_doubts bunk_embedding cab_overlapping
##   Count               1.00           1.00            1.00
##   Percent             1.41           1.41            1.41
##          
## V3        capability_anticipating capital_accommodating category_notifies
##   Count                      1.00                  1.00              1.00
##   Percent                    1.41                  1.41              1.41
##          
## V3        chaplain_repressurizing chest_smoking combatant_swapping
##   Count                      1.00          1.00               1.00
##   Percent                    1.41          1.41               1.41
##          
## V3        compounds_unplugging daybreak_okaying designation_obligating
##   Count                   1.00             1.00                   1.00
##   Percent                 1.41             1.41                   1.41
##          
## V3        eddy_tabulating effectiveness_bowing enlistment_contaminating
##   Count              1.00                 1.00                     1.00
##   Percent            1.41                 1.41                     1.41
##          
## V3        evacuation_tapping excess_barring exhibit_bind
##   Count                 1.00           1.00         1.00
##   Percent               1.41           1.41         1.41
##          
## V3        gyroscope_spooning Hari, Utara interchange_translate
##   Count                 1.00        1.00                  1.00
##   Percent               1.41        1.41                  1.41
##          
## V3        legging_cooperate links_diagnosing loss_berthing
##   Count                1.00             1.00          1.00
##   Percent              1.41             1.41          1.41
##          
## V3        miner_participating nameplate_offsetting nozzle_chew
##   Count                  1.00                 1.00        1.00
##   Percent                1.41                 1.41        1.41
##          
## V3        operation_resting overflow_tending pen_suggest perfect_resetting
##   Count                1.00             1.00        1.00              1.00
##   Percent              1.41             1.41        1.41              1.41
##          
## V3        permit_rehearse plant_hyphenating poison_polishing
##   Count              1.00              1.00             1.00
##   Percent            1.41              1.41             1.41
##          
## V3        professions_debugging radio_profiting realinement_chilling
##   Count                    1.00            1.00                 1.00
##   Percent                  1.41            1.41                 1.41
##          
## V3        roll_indent shadow_frees shelves_kicking standards_recapitulate
##   Count          1.00         1.00            1.00                   1.00
##   Percent        1.41         1.41            1.41                   1.41
##          
## V3        staple_deploy stick_cadence summaries_ascend ticks_telephoning
##   Count            1.00          1.00             1.00              1.00
##   Percent          1.41          1.41             1.41              1.41
##          
## V3        tide_breathe tools_vomiting trains_planning transit_concur
##   Count           1.00           1.00            1.00           1.00
##   Percent         1.41           1.41            1.41           1.41
##          
## V3        transmission_engage tub_damaging waist_anneal workman_aiding
##   Count                  1.00         1.00         1.00           1.00
##   Percent                1.41         1.41         1.41           1.41
##          
## V3        workmen_glancing worth_rewind currents_anticipate
##   Count               1.00         1.00                   0
##   Percent             1.41         1.41                   0
##          
## V3        factories_certify fall_perforating jacks_preserve
##   Count                   0                0              0
##   Percent                 0                0              0
## Mode >1 mode 
##          
## V5         <NA> utharahari23@gmail.com
##   Count   70.00                   1.00
##   Percent 98.59                   1.41
## Mode NA 
##          
## V6        54.174.77.195 103.248.247.252 104.254.217.184 104.254.217.85
##   Count            2.00            1.00            1.00           1.00
##   Percent          2.82            1.41            1.41           1.41
##          
## V6        114.143.233.6 115.117.234.63 115.249.130.56 115.250.9.252
##   Count            1.00           1.00           1.00          1.00
##   Percent          1.41           1.41           1.41          1.41
##          
## V6        118.251.187.62 119.235.53.242 128.199.41.247 128.210.206.145
##   Count             1.00           1.00           1.00            1.00
##   Percent           1.41           1.41           1.41            1.41
##          
## V6        128.211.166.8 128.211.178.1 128.211.206.89 128.211.227.168
##   Count            1.00          1.00           1.00            1.00
##   Percent          1.41          1.41           1.41            1.41
##          
## V6        128.211.240.48 128.211.249.28 128.46.75.182 128.62.47.116
##   Count             1.00           1.00          1.00          1.00
##   Percent           1.41           1.41          1.41          1.41
##          
## V6        130.126.255.176 138.16.103.61 138.16.99.246 14.139.181.229
##   Count              1.00          1.00          1.00           1.00
##   Percent            1.41          1.41          1.41           1.41
##          
## V6        14.139.229.40 142.244.5.212 146.201.18.124 148.81.54.166
##   Count            1.00          1.00           1.00          1.00
##   Percent          1.41          1.41           1.41          1.41
##          
## V6        160.39.162.237 160.39.200.73 160.39.203.247 160.39.217.248
##   Count             1.00          1.00           1.00           1.00
##   Percent           1.41          1.41           1.41           1.41
##          
## V6        161.53.40.100 167.96.74.87 182.160.97.222 182.178.205.211
##   Count            1.00         1.00           1.00            1.00
##   Percent          1.41         1.41           1.41            1.41
##          
## V6        2.40.101.251 201.255.44.240 202.3.77.224 204.101.237.139
##   Count           1.00           1.00         1.00            1.00
##   Percent         1.41           1.41         1.41            1.41
##          
## V6        208.54.5.246 209.2.214.45 222.195.68.37 24.221.35.158
##   Count           1.00         1.00          1.00          1.00
##   Percent         1.41         1.41          1.41          1.41
##          
## V6        27.251.197.195 39.50.204.252 41.218.240.210 41.229.253.31
##   Count             1.00          1.00           1.00          1.00
##   Percent           1.41          1.41           1.41          1.41
##          
## V6        50.121.116.186 50.165.129.225 50.43.41.82 68.103.164.38
##   Count             1.00           1.00        1.00          1.00
##   Percent           1.41           1.41        1.41          1.41
##          
## V6        68.58.97.132 70.195.73.41 71.58.91.162 72.182.32.36 72.201.3.216
##   Count           1.00         1.00         1.00         1.00         1.00
##   Percent         1.41         1.41         1.41         1.41         1.41
##          
## V6        73.32.176.37 76.191.24.152 82.198.56.161 82.3.110.6
##   Count           1.00          1.00          1.00       1.00
##   Percent         1.41          1.41          1.41       1.41
##          
## V6        86.188.143.201 88.18.218.165 88.6.135.66 90.173.23.121
##   Count             1.00          1.00        1.00          1.00
##   Percent           1.41          1.41        1.41          1.41
##          
## V6        94.253.155.25 98.193.89.106 98.222.61.117 98.228.52.36
##   Count            1.00          1.00          1.00         1.00
##   Percent          1.41          1.41          1.41         1.41
##          
## V6        98.253.76.25 180.215.121.166 199.111.113.154 72.225.2.43
##   Count           1.00               0               0           0
##   Percent         1.41               0               0           0
##          
## V6        96.127.242.101
##   Count                0
##   Percent              0
## Mode 54.174.77.195 
##          
## Q1_TEXT    <NA> alexander.jin.pak@gmail.com alqadi2@illinois.edu
##   Count   50.00                        1.00                 1.00
##   Percent 70.42                        1.41                 1.41
##          
## Q1_TEXT   biswapriyodas1@gmail.com charmi@guilan.ac.ir
##   Count                       1.00                1.00
##   Percent                     1.41                1.41
##          
## Q1_TEXT   engrmkumailali@gmail.com esakr@purdue.edu
##   Count                       1.00             1.00
##   Percent                     1.41             1.41
##          
## Q1_TEXT   fargi.abdelaali@gmail.com harshad.sahasrabudhe@gmail.com
##   Count                        1.00                           1.00
##   Percent                      1.41                           1.41
##          
## Q1_TEXT   kaimiao85@gmail.com kisshore18@gmail.com manas26t@gmail.com
##   Count                  1.00                 1.00               1.00
##   Percent                1.41                 1.41               1.41
##          
## Q1_TEXT   mohamed@illinois.edu nishant_bmw@yahoo.com
##   Count                   1.00                  1.00
##   Percent                 1.41                  1.41
##          
## Q1_TEXT   peter.woerner@gmail.com r99941001@gmail.com
##   Count                      1.00                1.00
##   Percent                    1.41                1.41
##          
## Q1_TEXT   samueld1995@live.co.uk Sqazi@asu.edu tafaltens@gmail.com
##   Count                     1.00          1.00                1.00
##   Percent                   1.41          1.41                1.41
##          
## Q1_TEXT   utharahari23@gmail.com vahid@mail.ustc.edu.cn vganapa@purdue.edu
##   Count                     1.00                   1.00               1.00
##   Percent                   1.41                   1.41               1.41
## Mode NA 
##          
## Q9_TEXT   <NA> Gerhard Klimeck Research Group Restricted Access Forum
##   Count   59.0                                                   4.00
##   Percent 83.1                                                   5.63
##          
## Q9_TEXT   ECE 305 Lundstrom Gerhard Klimeck 
##   Count                1.00             1.00
##   Percent              1.41             1.41
##          
## Q9_TEXT   Gerhard Klimeck’s research group at Purdue University
##   Count                                                    1.00
##   Percent                                                  1.41
##          
## Q9_TEXT   https://nanohub.org/groups/mse235 Mehedi Hasan
##   Count                                1.00         1.00
##   Percent                              1.41         1.41
##          
## Q9_TEXT   MSE 260 Thermodynamics of Materials - 2015 Edition
##   Count                                                 1.00
##   Percent                                               1.41
##          
## Q9_TEXT   MSE 270: Atomistic Materials Science nanoBIO Node
##   Count                                   1.00         1.00
##   Percent                                 1.41         1.41
## Mode NA 
##          
## Q31       Purdue University Columbia University Purdue
##   Count               13.00                4.00   3.00
##   Percent             18.31                5.63   4.23
##          
## Q31       Arizona State University  Brown University UIUC
##   Count                        2.00             2.00 2.00
##   Percent                      2.82             2.82 2.82
##          
## Q31       American International University-Bangladesh(AIUB)
##   Count                                                 1.00
##   Percent                                               1.41
##          
## Q31       arizona state university
##   Count                       1.00
##   Percent                     1.41
##          
## Q31       Columbia University in the City of New York ECE, Purdue
##   Count                                          1.00        1.00
##   Percent                                        1.41        1.41
##          
## Q31       Faculty of Sciences of Monastir - Tunisia FSU` GBPUAT, Pantnagar
##   Count                                        1.00 1.00              1.00
##   Percent                                      1.41 1.41              1.41
##          
## Q31       Geethanjali college of engineering and technology   hyderabad india
##   Count                                                                  1.00
##   Percent                                                                1.41
##          
## Q31       Guilan University IIT Kanpur Imperial
##   Count                1.00       1.00     1.00
##   Percent              1.41       1.41     1.41
##          
## Q31       Indian Institute of Engineering Science and Technology (IIEST), Sbibpur
##   Count                                                                      1.00
##   Percent                                                                    1.41
##          
## Q31       IPPT PAN
##   Count       1.00
##   Percent     1.41
##          
## Q31       JSPMs Rajarshi Shahu College of Engineering, Pune, Maharashtra
##   Count                                                             1.00
##   Percent                                                           1.41
##          
## Q31       Key Lab of Quantum Information, CAS Lehigh University
##   Count                                  1.00              1.00
##   Percent                                1.41              1.41
##          
## Q31       Lovely Professional University  lsu
##   Count                             1.00 1.00
##   Percent                           1.41 1.41
##          
## Q31       National Spanish Research Council
##   Count                                1.00
##   Percent                              1.41
##          
## Q31       NED University of Engineering and Technology, Karachi Pakistan.
##   Count                                                              1.00
##   Percent                                                            1.41
##          
## Q31       NMIMS Northwestern University Pennsylvania State University
##   Count    1.00                    1.00                          1.00
##   Percent  1.41                    1.41                          1.41
##          
## Q31       Purdue university sastra university
##   Count                1.00              1.00
##   Percent              1.41              1.41
##          
## Q31       The University of Texas at Austin Universidad de Zaragoza
##   Count                                1.00                    1.00
##   Percent                              1.41                    1.41
##          
## Q31       Universidad Tecnológica Nacional University
##   Count                               1.00       1.00
##   Percent                             1.41       1.41
##          
## Q31       University of Alberta UNIVERSITY OF GHANA University of Illinois
##   Count                    1.00                1.00                   1.00
##   Percent                  1.41                1.41                   1.41
##          
## Q31       University of Illinois Working on obtaining Bachelors Degree
##   Count                                                           1.00
##   Percent                                                         1.41
##          
## Q31       University of Malaga University of Reading University of Seville
##   Count                   1.00                  1.00                  1.00
##   Percent                 1.41                  1.41                  1.41
##          
## Q31       University of Waterloo University of Zagreb Universityof Rijeka
##   Count                     1.00                 1.00                1.00
##   Percent                   1.41                 1.41                1.41
##          
## Q31       UT Austin VIT University VIT UNIVERSITY
##   Count        1.00           1.00           1.00
##   Percent      1.41           1.41           1.41
##          
## Q31       Washington University in St. Louis  XTU <NA>
##   Count                                 1.00 1.00 1.00
##   Percent                               1.41 1.41 1.41
## Mode Purdue University 
##          
## Q32         USA India   US Spain United States United States of America
##   Count   22.00  6.00 5.00  4.00          4.00                     4.00
##   Percent 30.99  8.45 7.04  5.63          5.63                     5.63
##          
## Q32       Canada China Croatia india INDIA Argentina Bangladesh GHANA Iran
##   Count     2.00  2.00    2.00  2.00  2.00      1.00       1.00  1.00 1.00
##   Percent   2.82  2.82    2.82  2.82  2.82      1.41       1.41  1.41 1.41
##          
## Q32       Italy Karachi, Pakistan. Pakistan  Poland Tunisia U.S.A.   UK
##   Count    1.00               1.00      1.00   1.00    1.00   1.00 1.00
##   Percent  1.41               1.41      1.41   1.41    1.41   1.41 1.41
##          
## Q32       United Kingdom United states United States 
##   Count             1.00          1.00           1.00
##   Percent           1.41          1.41           1.41
##          
## Q32       united states of america Univted states
##   Count                       1.00           1.00
##   Percent                     1.41           1.41
## Mode USA 
##           
## Q36_1_TEXT <NA> Alex Daniel Peter Abdelaali Abhishek Adelia Adrian
##    Count   7.00 2.00   2.00  2.00      1.00     1.00   1.00   1.00
##    Percent 9.86 2.82   2.82  2.82      1.41     1.41   1.41   1.41
##           
## Q36_1_TEXT Alejandro Alexander Alisher Andrew Archana Benjamin Biswapriyo
##    Count        1.00      1.00    1.00   1.00    1.00     1.00       1.00
##    Percent      1.41      1.41    1.41   1.41    1.41     1.41       1.41
##           
## Q36_1_TEXT Brian Chinyi Christopher Cynthia  Dan Emily  emm Enas EVLn
##    Count    1.00   1.00        1.00    1.00 1.00  1.00 1.00 1.00 1.00
##    Percent  1.41   1.41        1.41    1.41 1.41  1.41 1.41 1.41 1.41
##           
## Q36_1_TEXT Felipe Goranka Harshad James JEETHU  Jose  Kai Kalyani Katie
##    Count     1.00    1.00    1.00  1.00    1.00 1.00 1.00    1.00  1.00
##    Percent   1.41    1.41    1.41  1.41    1.41 1.41 1.41    1.41  1.41
##           
## Q36_1_TEXT kisshore MANAS Marcin Mehedi Michael Mike Mohamed Morteza
##    Count       1.00  1.00   1.00   1.00    1.00 1.00    1.00    1.00
##    Percent     1.41  1.41   1.41   1.41    1.41 1.41    1.41    1.41
##           
## Q36_1_TEXT Muhammad Kumail Narci Nature Nicolo Nishant Nitin praneeth
##    Count              1.00  1.00   1.00   1.00    1.00  1.00     1.00
##    Percent            1.41  1.41   1.41   1.41    1.41  1.41     1.41
##           
## Q36_1_TEXT Prasad PRIYANK Ross Steve Suleman Tanya Uthara VAHID Varsha
##    Count     1.00    1.00 1.00  1.00    1.00  1.00   1.00  1.00   1.00
##    Percent   1.41    1.41 1.41  1.41    1.41  1.41   1.41  1.41   1.41
##           
## Q36_1_TEXT  Wei Woody xingyu   Yu Zeljka
##    Count   1.00  1.00   1.00 1.00   1.00
##    Percent 1.41  1.41   1.41 1.41   1.41
## Mode NA 
##           
## Q36_2_TEXT <NA> Huang  Ali  ayi Bhosale Bilalbegovic Browne Charmi Chen
##    Count   7.00  2.00 1.00 1.00    1.00         1.00   1.00   1.00 1.00
##    Percent 9.86  2.82 1.41 1.41    1.41         1.41   1.41   1.41 1.41
##           
## Q36_2_TEXT  Das Dinan Dispenza Eruysal Faltens Fargi Ganapathy Ghosh
##    Count   1.00  1.00     1.00    1.00    1.00  1.00      1.00  1.00
##    Percent 1.41  1.41     1.41    1.41    1.41  1.41      1.41  1.41
##           
## Q36_2_TEXT Gilbertson Gomez Grede Hari Hasan Haugen   He Hornbuckle Jaycox
##    Count         1.00  1.00  1.00 1.00  1.00   1.00 1.00       1.00   1.00
##    Percent       1.41  1.41  1.41 1.41  1.41   1.41 1.41       1.41   1.41
##           
## Q36_2_TEXT JIJU A Jorquera kampara Kildishev Kumar Kurmanbay Le Mehaute
##    Count     1.00     1.00    1.00      1.00  1.00      1.00       1.00
##    Percent   1.41     1.41    1.41      1.41  1.41      1.41       1.41
##           
## Q36_2_TEXT Lepkowski Llorens Mazdziarz McDonald Miao Milanovic Mohamed
##    Count        1.00    1.00      1.00     1.00 1.00      1.00    1.00
##    Percent      1.41    1.41      1.41     1.41 1.41      1.41    1.41
##           
## Q36_2_TEXT Montecalvo MOSALLANEJAD Nguyen  Pak Palles Dimmock Prasad Qazi
##    Count         1.00         1.00   1.00 1.00           1.00   1.00 1.00
##    Percent       1.41         1.41   1.41 1.41           1.41   1.41 1.41
##           
## Q36_2_TEXT Ramirez ranga Ranga charyulu RASTOGI Sahasrabudhe Sakr
##    Count      1.00  1.00           1.00    1.00         1.00 1.00
##    Percent    1.41  1.41           1.41    1.41         1.41 1.41
##           
## Q36_2_TEXT Sarangapani Sawyer  Sky Tankasala Tayo Thomas TIWARI Vargas
##    Count          1.00   1.00 1.00      1.00 1.00   1.00   1.00   1.00
##    Percent        1.41   1.41 1.41      1.41 1.41   1.41   1.41   1.41
##           
## Q36_2_TEXT Wleklinski Woerner zhou
##    Count         1.00    1.00 1.00
##    Percent       1.41    1.41 1.41
## Mode NA 
##           
## Q36_3_TEXT <NA> 613419@celes.unizar.es abkvjti@gmail.com agrede@gmail.com
##    Count   7.00                   1.00              1.00             1.00
##    Percent 9.86                   1.41              1.41             1.41
##           
## Q36_3_TEXT aj2513@columbia.edu ajh930@yahoo.com aleplatino@hotmail.com
##    Count                  1.00             1.00                   1.00
##    Percent                1.41             1.41                   1.41
##           
## Q36_3_TEXT alexander.jin.pak@gmail.com angel.huang90@gmail.com
##    Count                          1.00                    1.00
##    Percent                        1.41                    1.41
##           
## Q36_3_TEXT biswapriyodas1@gmail.com bomcdon2@illinois.edu
##    Count                       1.00                  1.00
##    Percent                     1.41                  1.41
##           
## Q36_3_TEXT browne3@purdue.edu btayo@pittstate.edu charmi@guilan.ac.ir
##    Count                 1.00                1.00                1.00
##    Percent               1.41                1.41                1.41
##           
## Q36_3_TEXT daniel.lepkowski@gmail.com dhaugen@purdue.edu
##    Count                         1.00               1.00
##    Percent                       1.41               1.41
##           
## Q36_3_TEXT dps2144@columbia.edu emily_eruysal@brown.edu
##    Count                   1.00                    1.00
##    Percent                 1.41                    1.41
##           
## Q36_3_TEXT engrmkumailali@gmail.com esakr@purdue.edu
##    Count                       1.00             1.00
##    Percent                     1.41             1.41
##           
## Q36_3_TEXT fargi.abdelaali@gmail.com felipe.vargas@columbia.edu
##    Count                        1.00                       1.00
##    Percent                      1.41                       1.41
##           
## Q36_3_TEXT goranka.bilalbegovic@gmail.com heyuyhe@gmail.com
##    Count                             1.00              1.00
##    Percent                           1.41              1.41
##           
## Q36_3_TEXT hsahasra@purdue.edu huang406@purdue.edu izthtc@yahoo.com
##    Count                  1.00                1.00             1.00
##    Percent                1.41                1.41             1.41
##           
## Q36_3_TEXT j.palles-dimmock13@imperial.ac.uk jeethujiju@gmail.com
##    Count                                1.00                 1.00
##    Percent                              1.41                 1.41
##           
## Q36_3_TEXT jose.llorens@gmail.com kaimiao85@gmail.com Kildishev@purdue.edu
##    Count                     1.00                1.00                 1.00
##    Percent                   1.41                1.41                 1.41
##           
## Q36_3_TEXT kisshore18@gmail.com ksb9790@gmail.com kurmanba@illinois.edu
##    Count                   1.00              1.00                  1.00
##    Percent                 1.41              1.41                  1.41
##           
## Q36_3_TEXT manas26t@gmail.com mhasan.eee1990@gmail.com
##    Count                 1.00                     1.00
##    Percent               1.41                     1.41
##           
## Q36_3_TEXT mightystar2012@gmail.com mmazdz@ippt.gov.pl
##    Count                       1.00               1.00
##    Percent                     1.41               1.41
##           
## Q36_3_TEXT mohamed@illinois.edu mpdinan@asu.edu mwleklin@purdue.edu
##    Count                   1.00            1.00                1.00
##    Percent                 1.41            1.41                1.41
##           
## Q36_3_TEXT naturesky.tk@gmail.com nishant_bmw@yahoo.com
##    Count                     1.00                  1.00
##    Percent                   1.41                  1.41
##           
## Q36_3_TEXT nitinprasad@utexas.edu nmm2167@columbia.edu
##    Count                     1.00                 1.00
##    Percent                   1.41                 1.41
##           
## Q36_3_TEXT peter.woerner@gmail.com peterng.20@gmail.com
##    Count                      1.00                 1.00
##    Percent                    1.41                 1.41
##           
## Q36_3_TEXT priyaank@iitk.ac.in psaranga@purdue.edu r99941001@gmail.com
##    Count                  1.00                1.00                1.00
##    Percent                1.41                1.41                1.41
##           
## Q36_3_TEXT ramire28@purdue.edu rangaevln@yahoo.com
##    Count                  1.00                1.00
##    Percent                1.41                1.41
##           
## Q36_3_TEXT rosario_dispenza@brown.edu rpraneeth06@gmail.com sqazi@asu.edu
##    Count                         1.00                  1.00          1.00
##    Percent                       1.41                  1.41          1.41
##           
## Q36_3_TEXT steebay31@gmail.com tafaltens@gmail.com thoma386@purdue.edu
##    Count                  1.00                1.00                1.00
##    Percent                1.41                1.41                1.41
##           
## Q36_3_TEXT utharahari23@gmail.com vahid@mail.ustc.edu.cn
##    Count                     1.00                   1.00
##    Percent                   1.41                   1.41
##           
## Q36_3_TEXT vganapa@purdue.edu wgilber@purdue.edu
##    Count                 1.00               1.00
##    Percent               1.41               1.41
##           
## Q36_3_TEXT zeljka.milanovic@gmail.com zhou326@purdue.edu
##    Count                         1.00               1.00
##    Percent                       1.41               1.41
## Mode NA 
##           
## Q36_4_TEXT  <NA> -1114 +54 9 1559953464 +91 7534818145 13855130140
##    Count    9.00  1.00             1.00           1.00        1.00
##    Percent 12.68  1.41             1.41           1.41        1.41
##           
## Q36_4_TEXT 15879388535 1865747711 18973262476 21697422475 2173904919
##    Count          1.00       1.00        1.00        1.00       1.00
##    Percent        1.41       1.41        1.41        1.41       1.41
##           
## Q36_4_TEXT 2178190594 234375763 2487192911 3128692539 3149545404
##    Count         1.00      1.00       1.00       1.00       1.00
##    Percent       1.41      1.41       1.41       1.41       1.41
##           
## Q36_4_TEXT 317-697-0394 3303576431 34655538615 3475512031 4696678945
##    Count           1.00       1.00        1.00       1.00       1.00
##    Percent         1.41       1.41        1.41       1.41       1.41
##           
## Q36_4_TEXT 4802417925 4803328790 4807798187 4808142694 4847076593
##    Count         1.00       1.00       1.00       1.00       1.00
##    Percent       1.41       1.41       1.41       1.41       1.41
##           
## Q36_4_TEXT 48501349372 510 292 8343 516-574-9483 5167306118 5183695911
##    Count          1.00         1.00         1.00       1.00       1.00
##    Percent        1.41         1.41         1.41       1.41       1.41
##           
## Q36_4_TEXT 574-310-9174 574-323-1406 630-414-8383 630-915-0566 6463790820
##    Count           1.00         1.00         1.00         1.00       1.00
##    Percent         1.41         1.41         1.41         1.41       1.41
##           
## Q36_4_TEXT 660852284 7379325966 7574047826 765 586 7435 7654045157
##    Count        1.00       1.00       1.00         1.00       1.00
##    Percent      1.41       1.41       1.41         1.41       1.41
##           
## Q36_4_TEXT 7654096346 7654265104 7654303108 7655322142 7657142402
##    Count         1.00       1.00       1.00       1.00       1.00
##    Percent       1.41       1.41       1.41       1.41       1.41
##           
## Q36_4_TEXT 7657756903 812-345-0055 8472045545 8606056303 8653873246
##    Count         1.00         1.00       1.00       1.00       1.00
##    Percent       1.41         1.41       1.41       1.41       1.41
##           
## Q36_4_TEXT 8801732309847 9089075275 9177333324 917799033876 919450402486
##    Count            1.00       1.00       1.00         1.00         1.00
##    Percent          1.41       1.41       1.41         1.41         1.41
##           
## Q36_4_TEXT 919503850883 919619389154 919703848718 919962805157
##    Count           1.00         1.00         1.00         1.00
##    Percent         1.41         1.41         1.41         1.41
##           
## Q36_4_TEXT 923223460911 9432106273 9888431215 9994648488
##    Count           1.00       1.00       1.00       1.00
##    Percent         1.41       1.41       1.41       1.41
## Mode NA 
## 
##  Logical 
##         [,1] [,2]
## Count      0    0
## Percent  NaN  NaN
## Mode >1 mode 
##         [,1] [,2]
## Count      0    0
## Percent  NaN  NaN
## Mode >1 mode 
##         [,1] [,2]
## Count      0    0
## Percent  NaN  NaN
## Mode >1 mode
## 
## Frequencies for Q4 
##        34    1    3    6   36   11   12   32    2    7    8    9   18   21   26   10   13   14   16   19   23   29   38   40   41   NA
##        14    5    5    5    5    4    4    4    3    2    2    2    2    2    2    1    1    1    1    1    1    1    1    1    1    0
## %    19.7    7    7    7    7  5.6  5.6  5.6  4.2  2.8  2.8  2.8  2.8  2.8  2.8  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4    0 
## %!NA 19.7    7    7    7    7  5.6  5.6  5.6  4.2  2.8  2.8  2.8  2.8  2.8  2.8  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4

## 
## Frequencies for Q5 
##         8    1    3    5    9   10   16   20   21   36   40   46   53   NA
##         2    1    1    1    1    1    1    1    1    1    1    1    1   57
## %     2.8  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4 80.3 
## %!NA 14.3  7.1  7.1  7.1  7.1  7.1  7.1  7.1  7.1  7.1  7.1  7.1  7.1

## 
## Frequencies for Q9 
##         2    1   NA
##        59   12    0
## %    83.1 16.9    0 
## %!NA 83.1 16.9

## 
## Frequencies for Q17.1_11 
##         1    2    4    5    3   NA
##         4    3    2    2    1   59
## %     5.6  4.2  2.8  2.8  1.4 83.1 
## %!NA 33.3   25 16.7 16.7  8.3

## 
## Frequencies for Q17.1_12 
##         1    2    3    4   NA
##         8    2    1    1   59
## %    11.3  2.8  1.4  1.4 83.1 
## %!NA 66.7 16.7  8.3  8.3

## 
## Frequencies for Q17.1_13 
##         2    1    4    3    5   NA
##         5    3    2    1    1   59
## %       7  4.2  2.8  1.4  1.4 83.1 
## %!NA 41.7   25 16.7  8.3  8.3

## 
## Frequencies for Q17.1_14 
##         1    2    3    4    5   NA
##         3    3    2    2    2   59
## %     4.2  4.2  2.8  2.8  2.8 83.1 
## %!NA   25   25 16.7 16.7 16.7

## 
## Frequencies for Q17.1_15 
##         1    3    4    2    5   NA
##         4    3    3    1    1   59
## %     5.6  4.2  4.2  1.4  1.4 83.1 
## %!NA 33.3   25   25  8.3  8.3

## 
## Frequencies for Q17.2_11 
##         1    2   NA
##        11    1   59
## %    15.5  1.4 83.1 
## %!NA 91.7  8.3

## 
## Frequencies for Q17.2_12 
##         1    3   NA
##        11    1   59
## %    15.5  1.4 83.1 
## %!NA 91.7  8.3

## 
## Frequencies for Q17.2_13 
##         1    2   NA
##        10    2   59
## %    14.1  2.8 83.1 
## %!NA 83.3 16.7

## 
## Frequencies for Q17.2_14 
##         1    2    3   NA
##        10    1    1   59
## %    14.1  1.4  1.4 83.1 
## %!NA 83.3  8.3  8.3

## 
## Frequencies for Q17.2_15 
##         1    2   NA
##        10    2   59
## %    14.1  2.8 83.1 
## %!NA 83.3 16.7

## 
## Frequencies for Q18.1_10 
##         2    1   NA
##        50    9   12
## %    70.4 12.7 16.9 
## %!NA 84.7 15.3

## 
## Frequencies for Q18.1_11 
##         2    1   NA
##        51    8   12
## %    71.8 11.3 16.9 
## %!NA 86.4 13.6

## 
## Frequencies for Q18.1_12 
##         2    1   NA
##        51    8   12
## %    71.8 11.3 16.9 
## %!NA 86.4 13.6

## 
## Frequencies for Q18.1_13 
##         2    1   NA
##        51    8   12
## %    71.8 11.3 16.9 
## %!NA 86.4 13.6

## 
## Frequencies for Q18.1_14 
##         2    1   NA
##        49   10   12
## %      69 14.1 16.9 
## %!NA 83.1 16.9

## 
## Frequencies for Q19.1_10 
##         2    1   NA
##        11    1   59
## %    15.5  1.4 83.1 
## %!NA 91.7  8.3

## 
## Frequencies for Q19.1_11 
##         2    1   NA
##        11    1   59
## %    15.5  1.4 83.1 
## %!NA 91.7  8.3

## 
## Frequencies for Q19.1_12 
##         2    1   NA
##        11    1   59
## %    15.5  1.4 83.1 
## %!NA 91.7  8.3

## 
## Frequencies for Q19.1_13 
##         2    1   NA
##         9    3   59
## %    12.7  4.2 83.1 
## %!NA   75   25

## 
## Frequencies for Q19.1_14 
##         2   NA
##        12   59
## %    16.9 83.1 
## %!NA  100

## 
## Frequencies for Q19.2_10 
##         2    1   NA
##        11    1   59
## %    15.5  1.4 83.1 
## %!NA 91.7  8.3

## 
## Frequencies for Q19.2_11 
##         2    1   NA
##        10    2   59
## %    14.1  2.8 83.1 
## %!NA 83.3 16.7

## 
## Frequencies for Q19.2_12 
##         2    1   NA
##         9    3   59
## %    12.7  4.2 83.1 
## %!NA   75   25

## 
## Frequencies for Q19.2_13 
##         2    1   NA
##         8    4   59
## %    11.3  5.6 83.1 
## %!NA 66.7 33.3

## 
## Frequencies for Q19.2_14 
##         2    1   NA
##        11    1   59
## %    15.5  1.4 83.1 
## %!NA 91.7  8.3

## 
## Frequencies for Q29_3 
##         1   NA
##        47   24
## %    66.2 33.8 
## %!NA  100

## 
## Frequencies for Q29_4 
##         1   NA
##        37   34
## %    52.1 47.9 
## %!NA  100

## 
## Frequencies for Q29_5 
##         1   NA
##        13   58
## %    18.3 81.7 
## %!NA  100

## 
## Frequencies for Q29_6 
##         1   NA
##         8   63
## %    11.3 88.7 
## %!NA  100

## 
## Frequencies for Q30 
##         1    2    3   NA
##        37   20   14    0
## %    52.1 28.2 19.7    0 
## %!NA 52.1 28.2 19.7

## 
## Frequencies for Q31 
##                                                            Purdue University                                                     Columbia University                                                                  Purdue                                               Arizona State University                                                         Brown University                                                                    UIUC                      American International University-Bangladesh(AIUB)                                                arizona state university                             Columbia University in the City of New York                                                             ECE, Purdue                               Faculty of Sciences of Monastir - Tunisia                                                                    FSU`                                                       GBPUAT, Pantnagar     Geethanjali college of engineering and technology   hyderabad india                                                       Guilan University                                                              IIT Kanpur                                                                Imperial Indian Institute of Engineering Science and Technology (IIEST), Sbibpur                                                                IPPT PAN          JSPMs Rajarshi Shahu College of Engineering, Pune, Maharashtra                                     Key Lab of Quantum Information, CAS                                                       Lehigh University                                          Lovely Professional University                                                                     lsu                                       National Spanish Research Council         NED University of Engineering and Technology, Karachi Pakistan.                                                                   NMIMS                                                 Northwestern University                                           Pennsylvania State University                                                       Purdue university                                                       sastra university                                       The University of Texas at Austin                                                 Universidad de Zaragoza                                        Universidad Tecnológica Nacional                                                              University                                                   University of Alberta                                                     UNIVERSITY OF GHANA                                                  University of Illinois            University of Illinois Working on obtaining Bachelors Degree                                                    University of Malaga                                                   University of Reading                                                   University of Seville                                                  University of Waterloo                                                    University of Zagreb                                                     Universityof Rijeka                                                               UT Austin                                                          VIT University                                                          VIT UNIVERSITY                                      Washington University in St. Louis                                                                     XTU                                                                      NA
##        13    4    3    2    2    2    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1
## %    18.3  5.6  4.2  2.8  2.8  2.8  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4 
## %!NA 18.6  5.7  4.3  2.9  2.9  2.9  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4

## 
## Frequencies for Q32 
##                           USA                    India                       US                    Spain            United States United States of America                   Canada                    China                  Croatia                    india                    INDIA                Argentina               Bangladesh                    GHANA                     Iran                    Italy       Karachi, Pakistan.                Pakistan                    Poland                  Tunisia                   U.S.A.                       UK           United Kingdom            United states           United States  united states of america           Univted states                       NA
##        22    6    5    4    4    4    2    2    2    2    2    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    1    0
## %      31  8.5    7  5.6  5.6  5.6  2.8  2.8  2.8  2.8  2.8  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4    0 
## %!NA   31  8.5    7  5.6  5.6  5.6  2.8  2.8  2.8  2.8  2.8  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4  1.4

## 
## Frequencies for Q33 
##         9   10   NA
##        44   26    1
## %      62 36.6  1.4 
## %!NA 62.9 37.1

## 
## Frequencies for Q34 
##         9   10   NA
##        37   34    0
## %    52.1 47.9    0 
## %!NA 52.1 47.9

## 
## Frequencies for Q35.1_1 
##         4    7    6    5    1    2   NA
##        28   19   14    6    3    1    0
## %    39.4 26.8 19.7  8.5  4.2  1.4    0 
## %!NA 39.4 26.8 19.7  8.5  4.2  1.4

## 
## Frequencies for Q35.1_2 
##         4    6    7    5    1    3    2   NA
##        30   14   11    7    4    3    2    0
## %    42.3 19.7 15.5  9.9  5.6  4.2  2.8    0 
## %!NA 42.3 19.7 15.5  9.9  5.6  4.2  2.8

## 
## Frequencies for Q35.1_3 
##         4    7    6    5    1    2    3   NA
##        34   12    9    7    4    4    1    0
## %    47.9 16.9 12.7  9.9  5.6  5.6  1.4    0 
## %!NA 47.9 16.9 12.7  9.9  5.6  5.6  1.4

## 
##    alexander.jin.pak@gmail.com           alqadi2@illinois.edu 
##                              1                              1 
##       biswapriyodas1@gmail.com            charmi@guilan.ac.ir 
##                              1                              1 
##       engrmkumailali@gmail.com               esakr@purdue.edu 
##                              1                              1 
##      fargi.abdelaali@gmail.com harshad.sahasrabudhe@gmail.com 
##                              1                              1 
##            kaimiao85@gmail.com           kisshore18@gmail.com 
##                              1                              1 
##             manas26t@gmail.com           mohamed@illinois.edu 
##                              1                              1 
##          nishant_bmw@yahoo.com        peter.woerner@gmail.com 
##                              1                              1 
##            r99941001@gmail.com         samueld1995@live.co.uk 
##                              1                              1 
##                  Sqazi@asu.edu            tafaltens@gmail.com 
##                              1                              1 
##         utharahari23@gmail.com         vahid@mail.ustc.edu.cn 
##                              1                              1 
##             vganapa@purdue.edu 
##                              1 
## < table of extent 0 >
## 
##                                      ECE 305 Lundstrom 
##                                                      1 
##                                       Gerhard Klimeck  
##                                                      1 
## Gerhard Klimeck Research Group Restricted Access Forum 
##                                                      4 
##  Gerhard Klimeck’s research group at Purdue University 
##                                                      1 
##                      https://nanohub.org/groups/mse235 
##                                                      1 
##                                           Mehedi Hasan 
##                                                      1 
##     MSE 260 Thermodynamics of Materials - 2015 Edition 
##                                                      1 
##                   MSE 270: Atomistic Materials Science 
##                                                      1 
##                                           nanoBIO Node 
##                                                      1
##   research group                V1                   V2                 V3
## 1        2     2 R_reclqoxbkH6TqNP Default Response Set        alarm_hurts
## 2        2     2 R_T0MOxkQyVsNeTkJ Default Response Set gyroscope_spooning
## 3        1     2 R_1CeYXmxKKABDy7u Default Response Set   summaries_ascend
## 4        1     2 R_1FFcL1mvX04l16o Default Response Set     transit_concur
## 5        1     2 R_3MLkpKNNvIPVUtw Default Response Set    eddy_tabulating
## 6        1     2 R_W20JFLgFAPvrGi5 Default Response Set   links_diagnosing
##   V4   V5              V6 V7                  V8                  V9 V10
## 1 NA <NA>   138.16.103.61  0 2015-05-08 17:12:44 2015-05-08 17:20:18   1
## 2 NA <NA> 128.211.227.168  0 2015-05-08 17:14:07 2015-05-08 17:23:10   1
## 3 NA <NA> 103.248.247.252  0 2015-05-08 17:19:22 2015-05-08 17:26:16   1
## 4 NA <NA>    72.182.32.36  0 2015-05-08 17:18:17 2015-05-08 17:26:20   1
## 5 NA <NA>   128.46.75.182  0 2015-05-08 17:25:14 2015-05-08 17:27:42   1
## 6 NA <NA>   128.211.166.8  0 2015-05-08 17:18:51 2015-05-08 17:29:54   1
##   Q1               Q1_TEXT Q2 Q3 Q4 Q4_TEXT Q5 Q5_TEXT Q7.1_1 Q7.1_2
## 1  2                  <NA> NA NA 34      NA 21      NA     NA     NA
## 2  1                  <NA>  1  1 34      NA 53      NA     NA     NA
## 3  3 nishant_bmw@yahoo.com NA NA 38      NA NA      NA      6      6
## 4  2                  <NA> NA NA 32      NA NA      NA      5      5
## 5  2                  <NA> NA NA 12      NA NA      NA      7      7
## 6  3   r99941001@gmail.com NA NA 11      NA NA      NA      5      5
##   Q7.1_3 Q7.1_4 Q7.1_5 Q7.1_6 Q8.1_1 Q8.1_2 Q8.1_3 Q8.1_4 Q8.1_5 Q8.1_6 Q9
## 1     NA     NA     NA     NA      6      6      8      6      8      5  2
## 2     NA     NA     NA     NA      7      5      8      6      8      5  2
## 3      6      6      6      5     NA     NA     NA     NA     NA     NA  2
## 4      2      4      5      6     NA     NA     NA     NA     NA     NA  2
## 5      7      7      7      0     NA     NA     NA     NA     NA     NA  2
## 6      5      5      5      2     NA     NA     NA     NA     NA     NA  2
##   Q9_TEXT Q10.1_1 Q10.1_2 Q10.1_3 Q10.1_4 Q10.1_6 group.in1 group.in2
## 1    <NA>       1       1       1       1       1        NA        NA
## 2    <NA>       5       2       5       5       1        NA        NA
## 3    <NA>       1       1       1       1       1        NA        NA
## 4    <NA>       4       1       2       1       1        NA        NA
## 5    <NA>       5       5       5       5       5        NA        NA
## 6    <NA>       3       3       3       3       3        NA        NA
##   group.in3 group.in4 group.in5 group.out1 group.out2 group.out3
## 1        NA        NA        NA         NA         NA         NA
## 2        NA        NA        NA         NA         NA         NA
## 3        NA        NA        NA         NA         NA         NA
## 4        NA        NA        NA         NA         NA         NA
## 5        NA        NA        NA         NA         NA         NA
## 6        NA        NA        NA         NA         NA         NA
##   group.out4 group.out5 Q13.1_8 Q13.1_11 Q13.1_12 Q13.1_13 Q13.1_23
## 1         NA         NA      NA       NA       NA       NA       NA
## 2         NA         NA      NA       NA       NA       NA       NA
## 3         NA         NA       6        6        6        6        6
## 4         NA         NA       7        7        6        7        7
## 5         NA         NA       7        7        7        7        7
## 6         NA         NA       5        4        5        4        4
##   Q13.1_25 Q13.1_26 Q13.1_27 Q13.1_28 Q13.1_29 Q13.1_30 Q13.1_31 Q13.1_32
## 1       NA       NA       NA       NA       NA       NA       NA       NA
## 2       NA       NA       NA       NA       NA       NA       NA       NA
## 3        7        6        6        6        7        6        7        6
## 4        7        7        3        3        3        3        6        5
## 5        7        7        7        7        7        7        7        7
## 6        5        5        5        5        5        5        5        5
##   Q13.1_33 Q14.1_8 Q14.1_11 Q14.1_12 Q14.1_13 Q14.1_23 Q14.1_25 Q14.1_26
## 1       NA       6        8        8        2        4        8        5
## 2       NA       4        4        4        4        5        4        4
## 3        6      NA       NA       NA       NA       NA       NA       NA
## 4        5      NA       NA       NA       NA       NA       NA       NA
## 5        7      NA       NA       NA       NA       NA       NA       NA
## 6        5      NA       NA       NA       NA       NA       NA       NA
##   Q14.1_27 Q14.1_28 Q14.1_29 Q14.1_30 Q14.1_31 Q14.1_32 Q14.1_33 Q16.1_3
## 1        5        4        8        5        6        5        5       2
## 2        4        4        4        4        5        6        4       1
## 3       NA       NA       NA       NA       NA       NA       NA       1
## 4       NA       NA       NA       NA       NA       NA       NA       2
## 5       NA       NA       NA       NA       NA       NA       NA       5
## 6       NA       NA       NA       NA       NA       NA       NA       3
##   Q16.1_6 Q16.1_7 Q16.1_8 Q16.1_9 Q17.1_11 Q17.1_12 Q17.1_13 Q17.1_14
## 1       1       1       1       1       NA       NA       NA       NA
## 2       1       1       1       1       NA       NA       NA       NA
## 3       1       1       1       1       NA       NA       NA       NA
## 4       2       2       2       2       NA       NA       NA       NA
## 5       5       5       5       5       NA       NA       NA       NA
## 6       3       3       3       3       NA       NA       NA       NA
##   Q17.1_15 Q17.2_11 Q17.2_12 Q17.2_13 Q17.2_14 Q17.2_15 Q18.1_10 Q18.1_11
## 1       NA       NA       NA       NA       NA       NA        2        2
## 2       NA       NA       NA       NA       NA       NA        2        2
## 3       NA       NA       NA       NA       NA       NA        2        2
## 4       NA       NA       NA       NA       NA       NA        2        2
## 5       NA       NA       NA       NA       NA       NA        1        1
## 6       NA       NA       NA       NA       NA       NA        2        2
##   Q18.1_12 Q18.1_13 Q18.1_14 Q19.1_10 Q19.1_11 Q19.1_12 Q19.1_13 Q19.1_14
## 1        2        2        2       NA       NA       NA       NA       NA
## 2        2        2        2       NA       NA       NA       NA       NA
## 3        2        2        2       NA       NA       NA       NA       NA
## 4        2        2        2       NA       NA       NA       NA       NA
## 5        1        1        1       NA       NA       NA       NA       NA
## 6        2        2        2       NA       NA       NA       NA       NA
##   Q19.2_10 Q19.2_11 Q19.2_12 Q19.2_13 Q19.2_14 Q20.1_33 Q20.1_34 Q20.1_35
## 1       NA       NA       NA       NA       NA       NA       NA       NA
## 2       NA       NA       NA       NA       NA       NA       NA       NA
## 3       NA       NA       NA       NA       NA        4        3        5
## 4       NA       NA       NA       NA       NA        1        1        1
## 5       NA       NA       NA       NA       NA        7        7        7
## 6       NA       NA       NA       NA       NA        4        4        4
##   Q20.1_36 Q20.1_37 Q20.1_39 Q20.1_40 Q20.1_41 Q21.1_33 Q21.1_34 Q21.1_35
## 1       NA       NA       NA       NA       NA        2        2        8
## 2       NA       NA       NA       NA       NA        3        4        5
## 3        3        3        4        5        5       NA       NA       NA
## 4        1        1        4        4        1       NA       NA       NA
## 5        7        7        7        7        7       NA       NA       NA
## 6        4        4        4        4        4       NA       NA       NA
##   Q21.1_36 Q21.1_37 Q21.1_39 Q21.1_40 Q21.1_41 Q22.1_10 Q22.1_11 Q22.1_12
## 1        8        1        3        2        2        1        1        1
## 2        5        3        4        5        5        1        1        1
## 3       NA       NA       NA       NA       NA        3        1        2
## 4       NA       NA       NA       NA       NA        1        1        3
## 5       NA       NA       NA       NA       NA        5        5        5
## 6       NA       NA       NA       NA       NA        3        3        3
##   Q22.1_14 Q22.1_16 Q22.1_18 Q22.1_19 Q22.1_20 Q23.1_10 Q23.1_11 Q23.1_12
## 1        1        1        1        4        1       NA       NA       NA
## 2        1        1        1        1        1       NA       NA       NA
## 3        1        1        2        1        1       NA       NA       NA
## 4        1        1        1        1        1       NA       NA       NA
## 5        5        5        5        5        5       NA       NA       NA
## 6        3        3        3        3        3       NA       NA       NA
##   Q23.1_13 Q23.1_14 Q23.1_18 Q23.1_19 Q23.1_20 Q23.1_23 Q23.1_25 Q23.1_26
## 1       NA       NA       NA       NA       NA       NA       NA       NA
## 2       NA       NA       NA       NA       NA       NA       NA       NA
## 3       NA       NA       NA       NA       NA       NA       NA       NA
## 4       NA       NA       NA       NA       NA       NA       NA       NA
## 5       NA       NA       NA       NA       NA       NA       NA       NA
## 6       NA       NA       NA       NA       NA       NA       NA       NA
##   Q23.1_27 Q23.1_28 Q24.1_43 Q24.1_44 Q24.1_45 Q24.1_46 Q25.1_51 Q25.1_52
## 1       NA       NA        5        5        5        5       NA       NA
## 2       NA       NA        4        4        4        4       NA       NA
## 3       NA       NA        3        3        3        3       NA       NA
## 4       NA       NA        3        3        1        2       NA       NA
## 5       NA       NA        7        7        7        7       NA       NA
## 6       NA       NA        4        4        4        4       NA       NA
##   Q25.1_53 Q25.1_54 Q25.1_55 Q25.1_56 Q26.1_47 Q26.1_48 Q26.1_49 Q26.1_50
## 1       NA       NA       NA       NA        5        5        5        5
## 2       NA       NA       NA       NA        4        4        4        4
## 3       NA       NA       NA       NA        6        4        6        6
## 4       NA       NA       NA       NA        7        7        7        7
## 5       NA       NA       NA       NA        7        7        7        7
## 6       NA       NA       NA       NA        4        4        4        4
##   Q26.1_51 Q26.1_52 Q26.1_53 Q26.1_54 Q27.1_51 Q27.1_52 Q27.1_53 Q27.1_54
## 1        5        5        5        5        5        2        6        3
## 2        4        4        4        4        5        6        5        6
## 3        5        5        6        7        3        5        7        5
## 4        7        6        6        7        2        3        4        6
## 5        7        7        7        7        7        7        7        7
## 6        4        4        4        4        4        4        4        4
##   Q28.1_20 Q28.1_22 Q28.1_23 Q28.1_24 Q28.1_25 Q28.1_26 Q28.1_27 Q28.1_28
## 1        2        1        2        2        2        2        3        4
## 2        3        1        2        2        1        3        2        2
## 3        3        3        3        2        2        2        2        2
## 4        5        4        4        1        1        1        1        1
## 5        5        5        5       NA        5        5        5        5
## 6        3        3        3        3        2        2        2        2
##   Q28.1_29 Q29_3 Q29_4 Q29_5 Q29_6 Q30                               Q31
## 1        3     1    NA    NA    NA   1                  Brown University
## 2        2     1    NA    NA    NA   1                 Purdue University
## 3        2     1    NA    NA    NA   1                    VIT University
## 4        4     1    NA    NA    NA   1 The University of Texas at Austin
## 5        5     1    NA    NA    NA   1                 Purdue university
## 6        2     1     1    NA    NA   2                 Purdue University
##     Q32 Q33 Q34 Q35.1_1 Q35.1_2 Q35.1_3 Q36_1_TEXT Q36_2_TEXT
## 1   USA   9   9       6       7       4      Emily    Eruysal
## 2   USA   9  10       6       5       6      Narci      Huang
## 3 India   9  10       4       4       4    Nishant      Ghosh
## 4    US  10   9       4       4       4      Nitin     Prasad
## 5   USA   9  10       7       7       7     xingyu       zhou
## 6   USA   9  10       7       1       1     Chinyi       Chen
##                Q36_3_TEXT   Q36_4_TEXT Q37 LocationLatitude
## 1 emily_eruysal@brown.edu   5183695911   1         41.82671
## 2     huang406@purdue.edu 812-345-0055   1         40.42490
## 3   nishant_bmw@yahoo.com 919962805157   1         28.46671
## 4  nitinprasad@utexas.edu   7379325966   1         30.33890
## 5      zhou326@purdue.edu   7654045157   1         40.42490
## 6     r99941001@gmail.com   7654096346   1         40.42490
##   LocationLongitude LocationAccuracy know_cr1 know_cr2 know_cr3 know_cr4
## 1         -71.39770               -1        6        6        8        6
## 2         -86.91620               -1        7        5        8        6
## 3          77.03329               -1        6        6        6        6
## 4         -97.77070               -1        5        5        2        4
## 5         -86.91620               -1        7        7        7        7
## 6         -86.91620               -1        5        5        5        5
##   know_cr5 know_cr6 know_shr_ng.in1 know_shr_ng.in2 know_shr_ng.in3
## 1        8        5               1               1               1
## 2        8        5               5               2               5
## 3        6        5               1               1               1
## 4        5        6               4               1               2
## 5        7        0               5               5               5
## 6        5        2               3               3               3
##   know_shr_ng.in4 know_shr_ng.in5 know_shr_ng.out1 know_shr_ng.out2
## 1               1               1                1                1
## 2               5               1                5                2
## 3               1               1                1                1
## 4               1               1                4                1
## 5               5               5                5                5
## 6               3               3                3                3
##   know_shr_ng.out3 know_shr_ng.out4 know_shr_ng.out5 altru_1 altru_2
## 1                1                1                1       6       8
## 2                5                5                1       4       4
## 3                1                1                1       6       6
## 4                2                1                1       7       7
## 5                5                5                5       7       7
## 6                3                3                3       5       4
##   altru_3 rep_1 rep_2 rep_3 rel_1 rel_2 rel_3 rel_4 learn_1 learn_2
## 1       8     2     4     8     5     5     4     8       5       6
## 2       4     4     5     4     4     4     4     4       4       5
## 3       6     6     6     7     6     6     6     7       6       7
## 4       6     7     7     7     7     3     3     3       3       6
## 5       7     7     7     7     7     7     7     7       7       7
## 6       5     4     4     5     5     5     5     5       5       5
##   learn_3 learn_4
## 1       5       5
## 2       6       4
## 3       6       6
## 4       5       5
## 5       7       7
## 6       5       5
## Description of dibbs1[con_var]
## 
##  Numeric 
##                  mean median  var   sd valid.n
## know_cr1         5.99    6.0 1.33 1.15      71
## know_cr2         5.69    6.0 1.85 1.36      71
## know_cr3         4.92    5.0 3.96 1.99      71
## know_cr4         5.44    6.0 2.02 1.42      71
## know_cr5         5.35    6.0 3.37 1.84      71
## know_cr6         4.23    5.0 4.26 2.06      71
## know_shr_ng.in1  2.69    3.0 2.22 1.49      71
## know_shr_ng.in2  2.48    2.0 2.25 1.50      71
## know_shr_ng.in3  2.66    2.5 2.29 1.51      70
## know_shr_ng.in4  2.94    3.0 2.31 1.52      71
## know_shr_ng.in5  1.89    1.0 1.78 1.34      70
## know_shr_ng.out1 2.69    3.0 2.22 1.49      71
## know_shr_ng.out2 2.48    2.0 2.25 1.50      71
## know_shr_ng.out3 2.66    2.5 2.29 1.51      70
## know_shr_ng.out4 2.94    3.0 2.31 1.52      71
## know_shr_ng.out5 1.89    1.0 1.78 1.34      70
## altru_1          5.58    6.0 1.96 1.40      71
## altru_2          5.58    6.0 1.93 1.39      71
## altru_3          5.34    5.0 2.14 1.46      71
## rep_1            5.06    5.0 2.71 1.65      71
## rep_2            4.79    5.0 2.43 1.56      71
## rep_3            4.93    5.0 3.32 1.82      71
## rel_1            4.87    5.0 2.74 1.66      71
## rel_2            4.59    4.0 2.96 1.72      71
## rel_3            4.59    4.0 2.47 1.57      71
## rel_4            4.70    5.0 3.10 1.76      71
## learn_1          4.69    5.0 2.42 1.55      71
## learn_2          5.86    6.0 1.64 1.28      71
## learn_3          5.32    6.0 2.39 1.55      71
## learn_4          5.34    5.0 2.20 1.48      71
## Q7.1_1           5.96    6.0 1.39 1.18      57
## Q7.1_2           5.63    6.0 1.63 1.28      57
## Q7.1_3           4.75    5.0 3.08 1.76      57
## Q7.1_4           5.42    6.0 1.82 1.35      57
## Q7.1_5           5.14    5.0 2.62 1.62      57
## Q7.1_6           4.07    5.0 4.32 2.08      57
## Q8.1_1           6.07    6.0 1.15 1.07      14
## Q8.1_2           5.93    6.0 2.84 1.69      14
## Q8.1_3           5.57    6.5 7.49 2.74      14
## Q8.1_4           5.50    5.5 3.04 1.74      14
## Q8.1_5           6.21    8.0 5.87 2.42      14
## Q8.1_6           4.86    5.0 3.82 1.96      14
## Q10.1_1          2.64    3.0 2.27 1.51      59
## Q10.1_2          2.39    2.0 2.28 1.51      59
## Q10.1_3          2.60    2.5 2.35 1.53      58
## Q10.1_4          2.95    3.0 2.39 1.55      59
## Q10.1_6          1.67    1.0 1.49 1.22      58
## Q13.1_8          5.65    6.0 1.45 1.20      57
## Q13.1_11         5.60    6.0 1.35 1.16      57
## Q13.1_12         5.39    6.0 1.67 1.29      57
## Q13.1_13         5.16    5.0 2.31 1.52      57
## Q13.1_23         4.84    5.0 2.03 1.42      57
## Q13.1_25         4.93    5.0 2.67 1.64      57
## Q13.1_26         4.88    5.0 2.47 1.57      57
## Q13.1_27         4.61    5.0 2.56 1.60      57
## Q13.1_28         4.65    5.0 2.20 1.48      57
## Q13.1_29         4.74    5.0 2.48 1.58      57
## Q13.1_30         4.81    5.0 2.02 1.42      57
## Q13.1_31         5.98    6.0 0.98 0.99      57
## Q13.1_32         5.47    6.0 1.58 1.26      57
## Q13.1_33         5.40    5.0 1.49 1.22      57
## Q14.1_8          5.29    5.5 4.22 2.05      14
## Q14.1_11         5.50    6.0 4.58 2.14      14
## Q14.1_12         5.14    5.0 4.29 2.07      14
## Q14.1_13         4.64    5.0 4.40 2.10      14
## Q14.1_23         4.57    4.5 4.26 2.06      14
## Q14.1_25         4.93    4.5 6.38 2.53      14
## Q14.1_26         4.86    4.5 4.13 2.03      14
## Q14.1_27         4.50    4.0 4.88 2.21      14
## Q14.1_28         4.36    4.0 3.79 1.95      14
## Q14.1_29         4.57    4.0 5.96 2.44      14
## Q14.1_30         4.21    4.0 4.03 2.01      14
## Q14.1_31         5.36    6.0 4.25 2.06      14
## Q14.1_32         4.71    5.5 5.60 2.37      14
## Q14.1_33         5.07    5.0 5.30 2.30      14
## Q16.1_3          2.24    2.0 1.67 1.29      59
## Q16.1_6          2.44    2.0 2.22 1.49      59
## Q16.1_7          1.78    1.0 1.21 1.10      59
## Q16.1_8          2.36    2.0 2.06 1.44      59
## Q16.1_9          2.63    2.0 2.38 1.54      59
## Q20.1_33         3.28    4.0 2.74 1.66      57
## Q20.1_34         3.28    3.0 2.78 1.67      57
## Q20.1_35         3.33    3.0 2.58 1.61      57
## Q20.1_36         3.65    4.0 2.55 1.60      57
## Q20.1_37         2.89    3.0 2.35 1.53      57
## Q20.1_39         3.44    4.0 2.50 1.58      57
## Q20.1_40         3.60    4.0 2.78 1.67      57
## Q20.1_41         3.61    4.0 3.21 1.79      57
## Q21.1_33         4.36    4.0 7.17 2.68      14
## Q21.1_34         4.43    4.0 7.19 2.68      14
## Q21.1_35         5.50    5.5 6.88 2.62      14
## Q21.1_36         5.36    5.0 6.25 2.50      14
## Q21.1_37         4.07    3.0 8.53 2.92      14
## Q21.1_39         4.36    3.5 7.79 2.79      14
## Q21.1_40         4.07    3.0 7.15 2.67      14
## Q21.1_41         4.79    5.0 6.64 2.58      14
## Q22.1_10         1.46    1.0 0.87 0.93      59
## Q22.1_11         1.42    1.0 0.83 0.91      59
## Q22.1_12         2.41    2.0 2.14 1.46      59
## Q22.1_14         1.56    1.0 1.29 1.13      59
## Q22.1_16         1.54    1.0 1.18 1.09      59
## Q22.1_18         1.76    1.0 1.77 1.33      59
## Q22.1_19         2.25    1.0 2.19 1.48      59
## Q22.1_20         1.58    1.0 1.25 1.12      59
## Q23.1_10         2.00    1.5 2.18 1.48      12
## Q23.1_11         1.58    1.0 1.36 1.16      12
## Q23.1_12         3.08    3.5 1.90 1.38      12
## Q23.1_13         1.75    1.0 2.02 1.42      12
## Q23.1_14         2.42    2.5 2.08 1.44      12
## Q23.1_18         2.08    1.0 2.63 1.62      12
## Q23.1_19         2.08    1.5 2.08 1.44      12
## Q23.1_20         2.17    1.0 2.52 1.59      12
## Q23.1_23         1.58    1.0 1.90 1.38      12
## Q23.1_25         1.58    1.0 1.54 1.24      12
## Q23.1_26         1.50    1.0 1.55 1.24      12
## Q23.1_27         2.00    2.0 1.45 1.21      12
## Q23.1_28         2.17    1.5 1.97 1.40      12
## Q24.1_43         3.54    4.0 3.70 1.92      70
## Q24.1_44         3.54    4.0 4.28 2.07      70
## Q24.1_45         4.06    4.0 4.43 2.11      70
## Q24.1_46         3.93    4.0 4.27 2.07      70
## Q25.1_51         5.58    6.0 3.36 1.83      12
## Q25.1_52         5.92    6.5 3.17 1.78      12
## Q25.1_53         5.58    6.0 2.81 1.68      12
## Q25.1_54         5.42    6.0 2.99 1.73      12
## Q25.1_55         5.58    6.0 2.81 1.68      12
## Q25.1_56         5.42    6.0 2.63 1.62      12
## Q26.1_47         5.07    5.0 1.61 1.27      71
## Q26.1_48         4.99    5.0 1.59 1.26      71
## Q26.1_49         4.92    5.0 2.25 1.50      71
## Q26.1_50         4.46    4.0 2.45 1.57      71
## Q26.1_51         5.14    5.0 1.58 1.26      71
## Q26.1_52         4.77    4.0 1.72 1.31      71
## Q26.1_53         4.85    5.0 1.70 1.31      71
## Q26.1_54         4.92    5.0 1.76 1.33      71
## Q27.1_51         3.97    4.0 3.63 1.90      71
## Q27.1_52         3.99    4.0 3.30 1.82      71
## Q27.1_53         4.59    5.0 3.47 1.86      71
## Q27.1_54         4.25    4.0 3.65 1.91      71
## Q28.1_20         3.07    3.0 1.34 1.16      70
## Q28.1_22         2.70    3.0 1.63 1.28      70
## Q28.1_23         2.97    3.0 1.45 1.20      70
## Q28.1_24         2.84    3.0 1.09 1.04      70
## Q28.1_25         2.35    2.0 1.15 1.07      71
## Q28.1_26         2.33    2.0 1.27 1.13      70
## Q28.1_27         2.01    2.0 1.16 1.08      69
## Q28.1_28         2.30    2.0 1.23 1.11      70
## Q28.1_29         3.20    3.0 1.33 1.15      71
## group: 1
##                  vars  n mean   sd   se
## know_cr1            1 57 5.96 1.18 0.16
## know_cr2            2 57 5.63 1.28 0.17
## know_cr3            3 57 4.75 1.76 0.23
## know_cr4            4 57 5.42 1.35 0.18
## know_cr5            5 57 5.14 1.62 0.21
## know_cr6            6 57 4.07 2.08 0.28
## know_shr_ng.in1     7 57 2.63 1.45 0.19
## know_shr_ng.in2     8 57 2.47 1.51 0.20
## know_shr_ng.in3     9 56 2.59 1.46 0.20
## know_shr_ng.in4    10 57 2.89 1.46 0.19
## know_shr_ng.in5    11 56 1.98 1.38 0.18
## know_shr_ng.out1   12 57 2.63 1.45 0.19
## know_shr_ng.out2   13 57 2.47 1.51 0.20
## know_shr_ng.out3   14 56 2.59 1.46 0.20
## know_shr_ng.out4   15 57 2.89 1.46 0.19
## know_shr_ng.out5   16 56 1.98 1.38 0.18
## altru_1            17 57 5.65 1.20 0.16
## altru_2            18 57 5.60 1.16 0.15
## altru_3            19 57 5.39 1.29 0.17
## rep_1              20 57 5.16 1.52 0.20
## rep_2              21 57 4.84 1.42 0.19
## rep_3              22 57 4.93 1.64 0.22
## rel_1              23 57 4.88 1.57 0.21
## rel_2              24 57 4.61 1.60 0.21
## rel_3              25 57 4.65 1.48 0.20
## rel_4              26 57 4.74 1.58 0.21
## learn_1            27 57 4.81 1.42 0.19
## learn_2            28 57 5.98 0.99 0.13
## learn_3            29 57 5.47 1.26 0.17
## learn_4            30 57 5.40 1.22 0.16
## Q7.1_1             31 57 5.96 1.18 0.16
## Q7.1_2             32 57 5.63 1.28 0.17
## Q7.1_3             33 57 4.75 1.76 0.23
## Q7.1_4             34 57 5.42 1.35 0.18
## Q7.1_5             35 57 5.14 1.62 0.21
## Q7.1_6             36 57 4.07 2.08 0.28
## Q8.1_1             37  0  NaN   NA   NA
## Q8.1_2             38  0  NaN   NA   NA
## Q8.1_3             39  0  NaN   NA   NA
## Q8.1_4             40  0  NaN   NA   NA
## Q8.1_5             41  0  NaN   NA   NA
## Q8.1_6             42  0  NaN   NA   NA
## Q10.1_1            43 46 2.54 1.44 0.21
## Q10.1_2            44 46 2.35 1.51 0.22
## Q10.1_3            45 45 2.49 1.46 0.22
## Q10.1_4            46 46 2.87 1.47 0.22
## Q10.1_6            47 45 1.73 1.25 0.19
## Q13.1_8            48 57 5.65 1.20 0.16
## Q13.1_11           49 57 5.60 1.16 0.15
## Q13.1_12           50 57 5.39 1.29 0.17
## Q13.1_13           51 57 5.16 1.52 0.20
## Q13.1_23           52 57 4.84 1.42 0.19
## Q13.1_25           53 57 4.93 1.64 0.22
## Q13.1_26           54 57 4.88 1.57 0.21
## Q13.1_27           55 57 4.61 1.60 0.21
## Q13.1_28           56 57 4.65 1.48 0.20
## Q13.1_29           57 57 4.74 1.58 0.21
## Q13.1_30           58 57 4.81 1.42 0.19
## Q13.1_31           59 57 5.98 0.99 0.13
## Q13.1_32           60 57 5.47 1.26 0.17
## Q13.1_33           61 57 5.40 1.22 0.16
## Q14.1_8            62  0  NaN   NA   NA
## Q14.1_11           63  0  NaN   NA   NA
## Q14.1_12           64  0  NaN   NA   NA
## Q14.1_13           65  0  NaN   NA   NA
## Q14.1_23           66  0  NaN   NA   NA
## Q14.1_25           67  0  NaN   NA   NA
## Q14.1_26           68  0  NaN   NA   NA
## Q14.1_27           69  0  NaN   NA   NA
## Q14.1_28           70  0  NaN   NA   NA
## Q14.1_29           71  0  NaN   NA   NA
## Q14.1_30           72  0  NaN   NA   NA
## Q14.1_31           73  0  NaN   NA   NA
## Q14.1_32           74  0  NaN   NA   NA
## Q14.1_33           75  0  NaN   NA   NA
## Q16.1_3            76 46 2.28 1.24 0.18
## Q16.1_6            77 46 2.57 1.49 0.22
## Q16.1_7            78 46 1.93 1.18 0.17
## Q16.1_8            79 46 2.39 1.34 0.20
## Q16.1_9            80 46 2.70 1.49 0.22
## Q20.1_33           81 57 3.28 1.66 0.22
## Q20.1_34           82 57 3.28 1.67 0.22
## Q20.1_35           83 57 3.33 1.61 0.21
## Q20.1_36           84 57 3.65 1.60 0.21
## Q20.1_37           85 57 2.89 1.53 0.20
## Q20.1_39           86 57 3.44 1.58 0.21
## Q20.1_40           87 57 3.60 1.67 0.22
## Q20.1_41           88 57 3.61 1.79 0.24
## Q21.1_33           89  0  NaN   NA   NA
## Q21.1_34           90  0  NaN   NA   NA
## Q21.1_35           91  0  NaN   NA   NA
## Q21.1_36           92  0  NaN   NA   NA
## Q21.1_37           93  0  NaN   NA   NA
## Q21.1_39           94  0  NaN   NA   NA
## Q21.1_40           95  0  NaN   NA   NA
## Q21.1_41           96  0  NaN   NA   NA
## Q22.1_10           97 46 1.59 1.02 0.15
## Q22.1_11           98 46 1.54 1.00 0.15
## Q22.1_12           99 46 2.59 1.45 0.21
## Q22.1_14          100 46 1.70 1.24 0.18
## Q22.1_16          101 46 1.65 1.20 0.18
## Q22.1_18          102 46 1.87 1.38 0.20
## Q22.1_19          103 46 2.22 1.38 0.20
## Q22.1_20          104 46 1.74 1.22 0.18
## Q23.1_10          105 11 2.09 1.51 0.46
## Q23.1_11          106 11 1.64 1.21 0.36
## Q23.1_12          107 11 3.09 1.45 0.44
## Q23.1_13          108 11 1.82 1.47 0.44
## Q23.1_14          109 11 2.27 1.42 0.43
## Q23.1_18          110 11 2.18 1.66 0.50
## Q23.1_19          111 11 2.18 1.47 0.44
## Q23.1_20          112 11 2.27 1.62 0.49
## Q23.1_23          113 11 1.64 1.43 0.43
## Q23.1_25          114 11 1.64 1.29 0.39
## Q23.1_26          115 11 1.55 1.29 0.39
## Q23.1_27          116 11 2.09 1.22 0.37
## Q23.1_28          117 11 2.00 1.34 0.40
## Q24.1_43          118 56 3.38 1.98 0.26
## Q24.1_44          119 56 3.41 2.12 0.28
## Q24.1_45          120 56 3.95 2.16 0.29
## Q24.1_46          121 56 3.80 2.13 0.28
## Q25.1_51          122 11 5.55 1.92 0.58
## Q25.1_52          123 11 5.91 1.87 0.56
## Q25.1_53          124 11 5.55 1.75 0.53
## Q25.1_54          125 11 5.36 1.80 0.54
## Q25.1_55          126 11 5.45 1.69 0.51
## Q25.1_56          127 11 5.27 1.62 0.49
## Q26.1_47          128 57 5.09 1.31 0.17
## Q26.1_48          129 57 4.96 1.34 0.18
## Q26.1_49          130 57 4.86 1.59 0.21
## Q26.1_50          131 57 4.46 1.62 0.21
## Q26.1_51          132 57 5.12 1.31 0.17
## Q26.1_52          133 57 4.84 1.35 0.18
## Q26.1_53          134 57 4.91 1.30 0.17
## Q26.1_54          135 57 4.98 1.34 0.18
## Q27.1_51          136 57 4.02 1.95 0.26
## Q27.1_52          137 57 4.04 1.83 0.24
## Q27.1_53          138 57 4.67 1.91 0.25
## Q27.1_54          139 57 4.37 1.97 0.26
## Q28.1_20          140 56 3.20 1.07 0.14
## Q28.1_22          141 56 2.93 1.25 0.17
## Q28.1_23          142 56 3.11 1.15 0.15
## Q28.1_24          143 56 2.89 1.00 0.13
## Q28.1_25          144 57 2.40 1.05 0.14
## Q28.1_26          145 56 2.34 1.15 0.15
## Q28.1_27          146 55 1.96 1.10 0.15
## Q28.1_28          147 56 2.29 1.14 0.15
## Q28.1_29          148 57 3.32 1.10 0.15
## -------------------------------------------------------- 
## group: 2
##                  vars  n mean   sd   se
## know_cr1            1 14 6.07 1.07 0.29
## know_cr2            2 14 5.93 1.69 0.45
## know_cr3            3 14 5.57 2.74 0.73
## know_cr4            4 14 5.50 1.74 0.47
## know_cr5            5 14 6.21 2.42 0.65
## know_cr6            6 14 4.86 1.96 0.52
## know_shr_ng.in1     7 14 2.93 1.69 0.45
## know_shr_ng.in2     8 14 2.50 1.51 0.40
## know_shr_ng.in3     9 14 2.93 1.73 0.46
## know_shr_ng.in4    10 14 3.14 1.79 0.48
## know_shr_ng.in5    11 14 1.50 1.09 0.29
## know_shr_ng.out1   12 14 2.93 1.69 0.45
## know_shr_ng.out2   13 14 2.50 1.51 0.40
## know_shr_ng.out3   14 14 2.93 1.73 0.46
## know_shr_ng.out4   15 14 3.14 1.79 0.48
## know_shr_ng.out5   16 14 1.50 1.09 0.29
## altru_1            17 14 5.29 2.05 0.55
## altru_2            18 14 5.50 2.14 0.57
## altru_3            19 14 5.14 2.07 0.55
## rep_1              20 14 4.64 2.10 0.56
## rep_2              21 14 4.57 2.06 0.55
## rep_3              22 14 4.93 2.53 0.68
## rel_1              23 14 4.86 2.03 0.54
## rel_2              24 14 4.50 2.21 0.59
## rel_3              25 14 4.36 1.95 0.52
## rel_4              26 14 4.57 2.44 0.65
## learn_1            27 14 4.21 2.01 0.54
## learn_2            28 14 5.36 2.06 0.55
## learn_3            29 14 4.71 2.37 0.63
## learn_4            30 14 5.07 2.30 0.62
## Q7.1_1             31  0  NaN   NA   NA
## Q7.1_2             32  0  NaN   NA   NA
## Q7.1_3             33  0  NaN   NA   NA
## Q7.1_4             34  0  NaN   NA   NA
## Q7.1_5             35  0  NaN   NA   NA
## Q7.1_6             36  0  NaN   NA   NA
## Q8.1_1             37 14 6.07 1.07 0.29
## Q8.1_2             38 14 5.93 1.69 0.45
## Q8.1_3             39 14 5.57 2.74 0.73
## Q8.1_4             40 14 5.50 1.74 0.47
## Q8.1_5             41 14 6.21 2.42 0.65
## Q8.1_6             42 14 4.86 1.96 0.52
## Q10.1_1            43 13 3.00 1.73 0.48
## Q10.1_2            44 13 2.54 1.56 0.43
## Q10.1_3            45 13 3.00 1.78 0.49
## Q10.1_4            46 13 3.23 1.83 0.51
## Q10.1_6            47 13 1.46 1.13 0.31
## Q13.1_8            48  0  NaN   NA   NA
## Q13.1_11           49  0  NaN   NA   NA
## Q13.1_12           50  0  NaN   NA   NA
## Q13.1_13           51  0  NaN   NA   NA
## Q13.1_23           52  0  NaN   NA   NA
## Q13.1_25           53  0  NaN   NA   NA
## Q13.1_26           54  0  NaN   NA   NA
## Q13.1_27           55  0  NaN   NA   NA
## Q13.1_28           56  0  NaN   NA   NA
## Q13.1_29           57  0  NaN   NA   NA
## Q13.1_30           58  0  NaN   NA   NA
## Q13.1_31           59  0  NaN   NA   NA
## Q13.1_32           60  0  NaN   NA   NA
## Q13.1_33           61  0  NaN   NA   NA
## Q14.1_8            62 14 5.29 2.05 0.55
## Q14.1_11           63 14 5.50 2.14 0.57
## Q14.1_12           64 14 5.14 2.07 0.55
## Q14.1_13           65 14 4.64 2.10 0.56
## Q14.1_23           66 14 4.57 2.06 0.55
## Q14.1_25           67 14 4.93 2.53 0.68
## Q14.1_26           68 14 4.86 2.03 0.54
## Q14.1_27           69 14 4.50 2.21 0.59
## Q14.1_28           70 14 4.36 1.95 0.52
## Q14.1_29           71 14 4.57 2.44 0.65
## Q14.1_30           72 14 4.21 2.01 0.54
## Q14.1_31           73 14 5.36 2.06 0.55
## Q14.1_32           74 14 4.71 2.37 0.63
## Q14.1_33           75 14 5.07 2.30 0.62
## Q16.1_3            76 13 2.08 1.50 0.42
## Q16.1_6            77 13 2.00 1.47 0.41
## Q16.1_7            78 13 1.23 0.44 0.12
## Q16.1_8            79 13 2.23 1.79 0.50
## Q16.1_9            80 13 2.38 1.76 0.49
## Q20.1_33           81  0  NaN   NA   NA
## Q20.1_34           82  0  NaN   NA   NA
## Q20.1_35           83  0  NaN   NA   NA
## Q20.1_36           84  0  NaN   NA   NA
## Q20.1_37           85  0  NaN   NA   NA
## Q20.1_39           86  0  NaN   NA   NA
## Q20.1_40           87  0  NaN   NA   NA
## Q20.1_41           88  0  NaN   NA   NA
## Q21.1_33           89 14 4.36 2.68 0.72
## Q21.1_34           90 14 4.43 2.68 0.72
## Q21.1_35           91 14 5.50 2.62 0.70
## Q21.1_36           92 14 5.36 2.50 0.67
## Q21.1_37           93 14 4.07 2.92 0.78
## Q21.1_39           94 14 4.36 2.79 0.75
## Q21.1_40           95 14 4.07 2.67 0.71
## Q21.1_41           96 14 4.79 2.58 0.69
## Q22.1_10           97 13 1.00 0.00 0.00
## Q22.1_11           98 13 1.00 0.00 0.00
## Q22.1_12           99 13 1.77 1.36 0.38
## Q22.1_14          100 13 1.08 0.28 0.08
## Q22.1_16          101 13 1.15 0.38 0.10
## Q22.1_18          102 13 1.38 1.12 0.31
## Q22.1_19          103 13 2.38 1.85 0.51
## Q22.1_20          104 13 1.00 0.00 0.00
## Q23.1_10          105  1 1.00   NA   NA
## Q23.1_11          106  1 1.00   NA   NA
## Q23.1_12          107  1 3.00   NA   NA
## Q23.1_13          108  1 1.00   NA   NA
## Q23.1_14          109  1 4.00   NA   NA
## Q23.1_18          110  1 1.00   NA   NA
## Q23.1_19          111  1 1.00   NA   NA
## Q23.1_20          112  1 1.00   NA   NA
## Q23.1_23          113  1 1.00   NA   NA
## Q23.1_25          114  1 1.00   NA   NA
## Q23.1_26          115  1 1.00   NA   NA
## Q23.1_27          116  1 1.00   NA   NA
## Q23.1_28          117  1 4.00   NA   NA
## Q24.1_43          118 14 4.21 1.58 0.42
## Q24.1_44          119 14 4.07 1.82 0.49
## Q24.1_45          120 14 4.50 1.87 0.50
## Q24.1_46          121 14 4.43 1.79 0.48
## Q25.1_51          122  1 6.00   NA   NA
## Q25.1_52          123  1 6.00   NA   NA
## Q25.1_53          124  1 6.00   NA   NA
## Q25.1_54          125  1 6.00   NA   NA
## Q25.1_55          126  1 7.00   NA   NA
## Q25.1_56          127  1 7.00   NA   NA
## Q26.1_47          128 14 5.00 1.11 0.30
## Q26.1_48          129 14 5.07 0.92 0.25
## Q26.1_49          130 14 5.14 1.10 0.29
## Q26.1_50          131 14 4.50 1.40 0.37
## Q26.1_51          132 14 5.21 1.05 0.28
## Q26.1_52          133 14 4.50 1.16 0.31
## Q26.1_53          134 14 4.57 1.34 0.36
## Q26.1_54          135 14 4.64 1.28 0.34
## Q27.1_51          136 14 3.79 1.76 0.47
## Q27.1_52          137 14 3.79 1.81 0.48
## Q27.1_53          138 14 4.29 1.68 0.45
## Q27.1_54          139 14 3.79 1.63 0.43
## Q28.1_20          140 14 2.57 1.40 0.37
## Q28.1_22          141 14 1.79 0.97 0.26
## Q28.1_23          142 14 2.43 1.28 0.34
## Q28.1_24          143 14 2.64 1.22 0.32
## Q28.1_25          144 14 2.14 1.17 0.31
## Q28.1_26          145 14 2.29 1.07 0.29
## Q28.1_27          146 14 2.21 0.97 0.26
## Q28.1_28          147 14 2.36 1.01 0.27
## Q28.1_29          148 14 2.71 1.27 0.34
## group: 1
##                  vars  n mean   sd   se
## know_cr1            1 12 6.25 0.87 0.25
## know_cr2            2 12 5.67 1.15 0.33
## know_cr3            3 12 4.92 2.02 0.58
## know_cr4            4 12 5.67 0.98 0.28
## know_cr5            5 12 6.25 1.14 0.33
## know_cr6            6 12 3.92 2.15 0.62
## know_shr_ng.in1     7 12 2.92 1.44 0.42
## know_shr_ng.in2     8 12 2.92 1.44 0.42
## know_shr_ng.in3     9 12 2.92 1.44 0.42
## know_shr_ng.in4    10 12 2.92 1.44 0.42
## know_shr_ng.in5    11 12 2.92 1.44 0.42
## know_shr_ng.out1   12 12 2.92 1.44 0.42
## know_shr_ng.out2   13 12 2.92 1.44 0.42
## know_shr_ng.out3   14 12 2.92 1.44 0.42
## know_shr_ng.out4   15 12 2.92 1.44 0.42
## know_shr_ng.out5   16 12 2.92 1.44 0.42
## altru_1            17 12 5.67 1.07 0.31
## altru_2            18 12 5.83 1.03 0.30
## altru_3            19 12 4.92 1.51 0.43
## rep_1              20 12 5.33 1.23 0.36
## rep_2              21 12 5.00 1.28 0.37
## rep_3              22 12 5.17 1.19 0.34
## rel_1              23 12 5.17 0.83 0.24
## rel_2              24 12 3.92 1.62 0.47
## rel_3              25 12 4.58 1.38 0.40
## rel_4              26 12 4.42 1.56 0.45
## learn_1            27 12 4.67 1.30 0.38
## learn_2            28 12 6.08 1.00 0.29
## learn_3            29 12 6.25 0.75 0.22
## learn_4            30 12 5.75 1.42 0.41
## Q7.1_1             31 11 6.36 0.81 0.24
## Q7.1_2             32 11 5.64 1.21 0.36
## Q7.1_3             33 11 4.73 2.00 0.60
## Q7.1_4             34 11 5.82 0.87 0.26
## Q7.1_5             35 11 6.09 1.04 0.31
## Q7.1_6             36 11 3.82 2.23 0.67
## Q8.1_1             37  1 5.00   NA   NA
## Q8.1_2             38  1 6.00   NA   NA
## Q8.1_3             39  1 7.00   NA   NA
## Q8.1_4             40  1 4.00   NA   NA
## Q8.1_5             41  1 8.00   NA   NA
## Q8.1_6             42  1 5.00   NA   NA
## Q10.1_1            43  0  NaN   NA   NA
## Q10.1_2            44  0  NaN   NA   NA
## Q10.1_3            45  0  NaN   NA   NA
## Q10.1_4            46  0  NaN   NA   NA
## Q10.1_6            47  0  NaN   NA   NA
## Q13.1_8            48 11 5.64 1.12 0.34
## Q13.1_11           49 11 5.73 1.01 0.30
## Q13.1_12           50 11 4.91 1.58 0.48
## Q13.1_13           51 11 5.36 1.29 0.39
## Q13.1_23           52 11 5.00 1.34 0.40
## Q13.1_25           53 11 5.18 1.25 0.38
## Q13.1_26           54 11 5.18 0.87 0.26
## Q13.1_27           55 11 4.09 1.58 0.48
## Q13.1_28           56 11 4.73 1.35 0.41
## Q13.1_29           57 11 4.36 1.63 0.49
## Q13.1_30           58 11 4.64 1.36 0.41
## Q13.1_31           59 11 6.09 1.04 0.31
## Q13.1_32           60 11 6.27 0.79 0.24
## Q13.1_33           61 11 6.09 0.83 0.25
## Q14.1_8            62  1 6.00   NA   NA
## Q14.1_11           63  1 7.00   NA   NA
## Q14.1_12           64  1 5.00   NA   NA
## Q14.1_13           65  1 5.00   NA   NA
## Q14.1_23           66  1 5.00   NA   NA
## Q14.1_25           67  1 5.00   NA   NA
## Q14.1_26           68  1 5.00   NA   NA
## Q14.1_27           69  1 2.00   NA   NA
## Q14.1_28           70  1 3.00   NA   NA
## Q14.1_29           71  1 5.00   NA   NA
## Q14.1_30           72  1 5.00   NA   NA
## Q14.1_31           73  1 6.00   NA   NA
## Q14.1_32           74  1 6.00   NA   NA
## Q14.1_33           75  1 2.00   NA   NA
## Q16.1_3            76  0  NaN   NA   NA
## Q16.1_6            77  0  NaN   NA   NA
## Q16.1_7            78  0  NaN   NA   NA
## Q16.1_8            79  0  NaN   NA   NA
## Q16.1_9            80  0  NaN   NA   NA
## Q20.1_33           81 11 2.91 1.51 0.46
## Q20.1_34           82 11 3.27 1.56 0.47
## Q20.1_35           83 11 3.27 1.68 0.51
## Q20.1_36           84 11 3.55 1.81 0.55
## Q20.1_37           85 11 2.36 1.43 0.43
## Q20.1_39           86 11 3.00 1.73 0.52
## Q20.1_40           87 11 3.64 1.86 0.56
## Q20.1_41           88 11 3.55 2.11 0.64
## Q21.1_33           89  1 1.00   NA   NA
## Q21.1_34           90  1 1.00   NA   NA
## Q21.1_35           91  1 8.00   NA   NA
## Q21.1_36           92  1 1.00   NA   NA
## Q21.1_37           93  1 1.00   NA   NA
## Q21.1_39           94  1 1.00   NA   NA
## Q21.1_40           95  1 1.00   NA   NA
## Q21.1_41           96  1 1.00   NA   NA
## Q22.1_10           97  0  NaN   NA   NA
## Q22.1_11           98  0  NaN   NA   NA
## Q22.1_12           99  0  NaN   NA   NA
## Q22.1_14          100  0  NaN   NA   NA
## Q22.1_16          101  0  NaN   NA   NA
## Q22.1_18          102  0  NaN   NA   NA
## Q22.1_19          103  0  NaN   NA   NA
## Q22.1_20          104  0  NaN   NA   NA
## Q23.1_10          105 12 2.00 1.48 0.43
## Q23.1_11          106 12 1.58 1.16 0.34
## Q23.1_12          107 12 3.08 1.38 0.40
## Q23.1_13          108 12 1.75 1.42 0.41
## Q23.1_14          109 12 2.42 1.44 0.42
## Q23.1_18          110 12 2.08 1.62 0.47
## Q23.1_19          111 12 2.08 1.44 0.42
## Q23.1_20          112 12 2.17 1.59 0.46
## Q23.1_23          113 12 1.58 1.38 0.40
## Q23.1_25          114 12 1.58 1.24 0.36
## Q23.1_26          115 12 1.50 1.24 0.36
## Q23.1_27          116 12 2.00 1.21 0.35
## Q23.1_28          117 12 2.17 1.40 0.41
## Q24.1_43          118 12 4.08 1.88 0.54
## Q24.1_44          119 12 3.75 1.91 0.55
## Q24.1_45          120 12 3.83 2.21 0.64
## Q24.1_46          121 12 4.83 2.04 0.59
## Q25.1_51          122 12 5.58 1.83 0.53
## Q25.1_52          123 12 5.92 1.78 0.51
## Q25.1_53          124 12 5.58 1.68 0.48
## Q25.1_54          125 12 5.42 1.73 0.50
## Q25.1_55          126 12 5.58 1.68 0.48
## Q25.1_56          127 12 5.42 1.62 0.47
## Q26.1_47          128 12 5.33 1.72 0.50
## Q26.1_48          129 12 5.17 1.64 0.47
## Q26.1_49          130 12 5.42 1.73 0.50
## Q26.1_50          131 12 4.00 1.65 0.48
## Q26.1_51          132 12 5.50 1.68 0.48
## Q26.1_52          133 12 4.67 1.67 0.48
## Q26.1_53          134 12 4.42 1.51 0.43
## Q26.1_54          135 12 4.58 1.51 0.43
## Q27.1_51          136 12 3.58 2.68 0.77
## Q27.1_52          137 12 3.50 2.32 0.67
## Q27.1_53          138 12 4.25 2.26 0.65
## Q27.1_54          139 12 3.75 2.14 0.62
## Q28.1_20          140 12 2.83 1.19 0.34
## Q28.1_22          141 12 2.58 1.51 0.43
## Q28.1_23          142 12 2.58 1.24 0.36
## Q28.1_24          143 12 2.67 1.30 0.38
## Q28.1_25          144 12 1.92 0.79 0.23
## Q28.1_26          145 12 2.25 1.54 0.45
## Q28.1_27          146 12 1.33 0.65 0.19
## Q28.1_28          147 12 1.92 1.00 0.29
## Q28.1_29          148 12 3.25 1.54 0.45
## -------------------------------------------------------- 
## group: 2
##                  vars  n mean   sd   se
## know_cr1            1 59 5.93 1.20 0.16
## know_cr2            2 59 5.69 1.41 0.18
## know_cr3            3 59 4.92 2.00 0.26
## know_cr4            4 59 5.39 1.50 0.19
## know_cr5            5 59 5.17 1.90 0.25
## know_cr6            6 59 4.29 2.06 0.27
## know_shr_ng.in1     7 59 2.64 1.51 0.20
## know_shr_ng.in2     8 59 2.39 1.51 0.20
## know_shr_ng.in3     9 58 2.60 1.53 0.20
## know_shr_ng.in4    10 59 2.95 1.55 0.20
## know_shr_ng.in5    11 58 1.67 1.22 0.16
## know_shr_ng.out1   12 59 2.64 1.51 0.20
## know_shr_ng.out2   13 59 2.39 1.51 0.20
## know_shr_ng.out3   14 58 2.60 1.53 0.20
## know_shr_ng.out4   15 59 2.95 1.55 0.20
## know_shr_ng.out5   16 58 1.67 1.22 0.16
## altru_1            17 59 5.56 1.47 0.19
## altru_2            18 59 5.53 1.45 0.19
## altru_3            19 59 5.42 1.45 0.19
## rep_1              20 59 5.00 1.72 0.22
## rep_2              21 59 4.75 1.61 0.21
## rep_3              22 59 4.88 1.93 0.25
## rel_1              23 59 4.81 1.78 0.23
## rel_2              24 59 4.73 1.72 0.22
## rel_3              25 59 4.59 1.62 0.21
## rel_4              26 59 4.76 1.80 0.23
## learn_1            27 59 4.69 1.61 0.21
## learn_2            28 59 5.81 1.33 0.17
## learn_3            29 59 5.14 1.60 0.21
## learn_4            30 59 5.25 1.49 0.19
## Q7.1_1             31 46 5.87 1.24 0.18
## Q7.1_2             32 46 5.63 1.31 0.19
## Q7.1_3             33 46 4.76 1.72 0.25
## Q7.1_4             34 46 5.33 1.43 0.21
## Q7.1_5             35 46 4.91 1.66 0.24
## Q7.1_6             36 46 4.13 2.06 0.30
## Q8.1_1             37 13 6.15 1.07 0.30
## Q8.1_2             38 13 5.92 1.75 0.49
## Q8.1_3             39 13 5.46 2.82 0.78
## Q8.1_4             40 13 5.62 1.76 0.49
## Q8.1_5             41 13 6.08 2.47 0.68
## Q8.1_6             42 13 4.85 2.03 0.56
## Q10.1_1            43 59 2.64 1.51 0.20
## Q10.1_2            44 59 2.39 1.51 0.20
## Q10.1_3            45 58 2.60 1.53 0.20
## Q10.1_4            46 59 2.95 1.55 0.20
## Q10.1_6            47 58 1.67 1.22 0.16
## Q13.1_8            48 46 5.65 1.23 0.18
## Q13.1_11           49 46 5.57 1.20 0.18
## Q13.1_12           50 46 5.50 1.21 0.18
## Q13.1_13           51 46 5.11 1.58 0.23
## Q13.1_23           52 46 4.80 1.45 0.21
## Q13.1_25           53 46 4.87 1.72 0.25
## Q13.1_26           54 46 4.80 1.69 0.25
## Q13.1_27           55 46 4.74 1.60 0.24
## Q13.1_28           56 46 4.63 1.53 0.22
## Q13.1_29           57 46 4.83 1.57 0.23
## Q13.1_30           58 46 4.85 1.44 0.21
## Q13.1_31           59 46 5.96 0.99 0.15
## Q13.1_32           60 46 5.28 1.28 0.19
## Q13.1_33           61 46 5.24 1.25 0.18
## Q14.1_8            62 13 5.23 2.13 0.59
## Q14.1_11           63 13 5.38 2.18 0.60
## Q14.1_12           64 13 5.15 2.15 0.60
## Q14.1_13           65 13 4.62 2.18 0.60
## Q14.1_23           66 13 4.54 2.15 0.60
## Q14.1_25           67 13 4.92 2.63 0.73
## Q14.1_26           68 13 4.85 2.12 0.59
## Q14.1_27           69 13 4.69 2.18 0.60
## Q14.1_28           70 13 4.46 1.98 0.55
## Q14.1_29           71 13 4.54 2.54 0.70
## Q14.1_30           72 13 4.15 2.08 0.58
## Q14.1_31           73 13 5.31 2.14 0.59
## Q14.1_32           74 13 4.62 2.43 0.67
## Q14.1_33           75 13 5.31 2.21 0.61
## Q16.1_3            76 59 2.24 1.29 0.17
## Q16.1_6            77 59 2.44 1.49 0.19
## Q16.1_7            78 59 1.78 1.10 0.14
## Q16.1_8            79 59 2.36 1.44 0.19
## Q16.1_9            80 59 2.63 1.54 0.20
## Q20.1_33           81 46 3.37 1.69 0.25
## Q20.1_34           82 46 3.28 1.71 0.25
## Q20.1_35           83 46 3.35 1.61 0.24
## Q20.1_36           84 46 3.67 1.56 0.23
## Q20.1_37           85 46 3.02 1.54 0.23
## Q20.1_39           86 46 3.54 1.54 0.23
## Q20.1_40           87 46 3.59 1.64 0.24
## Q20.1_41           88 46 3.63 1.73 0.26
## Q21.1_33           89 13 4.62 2.60 0.72
## Q21.1_34           90 13 4.69 2.59 0.72
## Q21.1_35           91 13 5.31 2.63 0.73
## Q21.1_36           92 13 5.69 2.25 0.62
## Q21.1_37           93 13 4.31 2.90 0.80
## Q21.1_39           94 13 4.62 2.72 0.76
## Q21.1_40           95 13 4.31 2.63 0.73
## Q21.1_41           96 13 5.08 2.43 0.67
## Q22.1_10           97 59 1.46 0.93 0.12
## Q22.1_11           98 59 1.42 0.91 0.12
## Q22.1_12           99 59 2.41 1.46 0.19
## Q22.1_14          100 59 1.56 1.13 0.15
## Q22.1_16          101 59 1.54 1.09 0.14
## Q22.1_18          102 59 1.76 1.33 0.17
## Q22.1_19          103 59 2.25 1.48 0.19
## Q22.1_20          104 59 1.58 1.12 0.15
## Q23.1_10          105  0  NaN   NA   NA
## Q23.1_11          106  0  NaN   NA   NA
## Q23.1_12          107  0  NaN   NA   NA
## Q23.1_13          108  0  NaN   NA   NA
## Q23.1_14          109  0  NaN   NA   NA
## Q23.1_18          110  0  NaN   NA   NA
## Q23.1_19          111  0  NaN   NA   NA
## Q23.1_20          112  0  NaN   NA   NA
## Q23.1_23          113  0  NaN   NA   NA
## Q23.1_25          114  0  NaN   NA   NA
## Q23.1_26          115  0  NaN   NA   NA
## Q23.1_27          116  0  NaN   NA   NA
## Q23.1_28          117  0  NaN   NA   NA
## Q24.1_43          118 58 3.43 1.93 0.25
## Q24.1_44          119 58 3.50 2.11 0.28
## Q24.1_45          120 58 4.10 2.10 0.28
## Q24.1_46          121 58 3.74 2.04 0.27
## Q25.1_51          122  0  NaN   NA   NA
## Q25.1_52          123  0  NaN   NA   NA
## Q25.1_53          124  0  NaN   NA   NA
## Q25.1_54          125  0  NaN   NA   NA
## Q25.1_55          126  0  NaN   NA   NA
## Q25.1_56          127  0  NaN   NA   NA
## Q26.1_47          128 59 5.02 1.17 0.15
## Q26.1_48          129 59 4.95 1.18 0.15
## Q26.1_49          130 59 4.81 1.44 0.19
## Q26.1_50          131 59 4.56 1.55 0.20
## Q26.1_51          132 59 5.07 1.16 0.15
## Q26.1_52          133 59 4.80 1.24 0.16
## Q26.1_53          134 59 4.93 1.26 0.16
## Q26.1_54          135 59 4.98 1.29 0.17
## Q27.1_51          136 59 4.05 1.73 0.22
## Q27.1_52          137 59 4.08 1.70 0.22
## Q27.1_53          138 59 4.66 1.79 0.23
## Q27.1_54          139 59 4.36 1.86 0.24
## Q28.1_20          140 58 3.12 1.16 0.15
## Q28.1_22          141 58 2.72 1.24 0.16
## Q28.1_23          142 58 3.05 1.19 0.16
## Q28.1_24          143 58 2.88 0.99 0.13
## Q28.1_25          144 59 2.44 1.10 0.14
## Q28.1_26          145 58 2.34 1.04 0.14
## Q28.1_27          146 57 2.16 1.10 0.15
## Q28.1_28          147 58 2.38 1.12 0.15
## Q28.1_29          148 59 3.19 1.07 0.14

##            know_cr1   know_cr2   know_cr3   know_cr4    know_cr5
## know_cr1 1.00000000 0.51724476  0.2982919  0.6315757  0.33975961
## know_cr2 0.51724476 1.00000000  0.5975725  0.6406475  0.57675275
## know_cr3 0.29829185 0.59757248  1.0000000  0.6542156  0.75821183
## know_cr4 0.63157570 0.64064747  0.6542156  1.0000000  0.55299737
## know_cr5 0.33975961 0.57675275  0.7582118  0.5529974  1.00000000
## know_cr6 0.06138671 0.04562476 -0.1690607 -0.0486036 -0.08148923
##             know_cr6
## know_cr1  0.06138671
## know_cr2  0.04562476
## know_cr3 -0.16906071
## know_cr4 -0.04860360
## know_cr5 -0.08148923
## know_cr6  1.00000000
##             know_cr1    know_cr2   know_cr3   know_cr4   know_cr5
## know_cr1  1.00000000  0.63157847  0.3406982  0.6939953  0.4419314
## know_cr2  0.63157847  1.00000000  0.5963846  0.5790795  0.5177799
## know_cr3  0.34069821  0.59638460  1.0000000  0.6326842  0.6530370
## know_cr4  0.69399532  0.57907946  0.6326842  1.0000000  0.5283135
## know_cr5  0.44193142  0.51777991  0.6530370  0.5283135  1.0000000
## know_cr6 -0.04269373 -0.07760454 -0.3575195 -0.1827727 -0.2577261
##             know_cr6
## know_cr1 -0.04269373
## know_cr2 -0.07760454
## know_cr3 -0.35751949
## know_cr4 -0.18277271
## know_cr5 -0.25772609
## know_cr6  1.00000000
##            know_cr1  know_cr2  know_cr3  know_cr4   know_cr5  know_cr6
## know_cr1 1.00000000 0.1308127 0.1947839 0.4323960 0.05289054 0.5558506
## know_cr2 0.13081274 1.0000000 0.5930303 0.7985830 0.70081534 0.4167639
## know_cr3 0.19478388 0.5930303 1.0000000 0.7253887 0.93082979 0.2463199
## know_cr4 0.43239596 0.7985830 0.7253887 1.0000000 0.64640539 0.4061939
## know_cr5 0.05289054 0.7008153 0.9308298 0.6464054 1.00000000 0.2828762
## know_cr6 0.55585062 0.4167639 0.2463199 0.4061939 0.28287616 1.0000000
##           group.out1  group.out2  group.out3 group.out4 group.out5
## group.in1  0.4911704  0.28317288  0.35902456  0.4738435  0.5547955
## group.in2  0.1809367  0.52277330  0.62678317  0.2096570  0.4080011
## group.in3 -0.1932245  0.44382944  0.52209256 -0.1847136  0.2091405
## group.in4  0.5001827 -0.06835207 -0.01560976  0.4738435  0.3170260
## group.in5  0.0000000  0.41702883  0.50000000  0.0000000  0.3254723
##           group.in1 group.in2 group.in3 group.in4 group.in5
## group.in1 1.0000000 0.7256597 0.6583789 0.7977240 0.6800000
## group.in2 0.7256597 1.0000000 0.6259009 0.4237559 0.5994580
## group.in3 0.6583789 0.6259009 1.0000000 0.3605774 0.8757078
## group.in4 0.7977240 0.4237559 0.3605774 1.0000000 0.6153871
## group.in5 0.6800000 0.5994580 0.8757078 0.6153871 1.0000000
##            group.out1 group.out2 group.out3 group.out4 group.out5
## group.out1 1.00000000 0.06019293 0.06415003  0.9736558  0.6952726
## group.out2 0.06019293 1.00000000 0.93831486  0.1918054  0.3529014
## group.out3 0.06415003 0.93831486 1.00000000  0.1533110  0.4556612
## group.out4 0.97365584 0.19180536 0.15331104  1.0000000  0.5987819
## group.out5 0.69527258 0.35290144 0.45566119  0.5987819  1.0000000
##           Q10.1_1   Q10.1_2   Q10.1_3   Q10.1_4   Q10.1_6
## Q10.1_1 1.0000000 0.6464434 0.7110474 0.7971855 0.4248342
## Q10.1_2 0.6464434 1.0000000 0.8312322 0.6881690 0.5581699
## Q10.1_3 0.7110474 0.8312322 1.0000000 0.8178698 0.4022659
## Q10.1_4 0.7971855 0.6881690 0.8178698 1.0000000 0.3027578
## Q10.1_6 0.4248342 0.5581699 0.4022659 0.3027578 1.0000000
##           altru_1   altru_2   altru_3     rep_1     rep_2     rep_3
## altru_1 1.0000000 0.6479149 0.6213283 0.6732834 0.5543790 0.5868138
## altru_2 0.6479149 1.0000000 0.7171825 0.3350334 0.3012027 0.3487906
## altru_3 0.6213283 0.7171825 1.0000000 0.3180908 0.3577010 0.3785531
## rep_1   0.6732834 0.3350334 0.3180908 1.0000000 0.6397124 0.6485879
## rep_2   0.5543790 0.3012027 0.3577010 0.6397124 1.0000000 0.8046537
## rep_3   0.5868138 0.3487906 0.3785531 0.6485879 0.8046537 1.0000000
## rel_1   0.6111319 0.5225393 0.4837978 0.5791347 0.6043930 0.6738544
## rel_2   0.5083883 0.3508705 0.4188349 0.4470259 0.5164731 0.6056427
## rel_3   0.4912153 0.3641771 0.3960408 0.5165307 0.5998968 0.5926875
## rel_4   0.5223508 0.4327822 0.4665390 0.4692696 0.5814265 0.7370306
## learn_1 0.5819594 0.4210197 0.4925586 0.5036152 0.6097228 0.6373723
## learn_2 0.6439107 0.6406212 0.6133252 0.5395328 0.3504383 0.3999072
## learn_3 0.3805127 0.3766731 0.3232445 0.4189428 0.4259929 0.4285986
## learn_4 0.5237730 0.5345590 0.5260100 0.4602211 0.4643645 0.4687317
##             rel_1     rel_2     rel_3     rel_4   learn_1   learn_2
## altru_1 0.6111319 0.5083883 0.4912153 0.5223508 0.5819594 0.6439107
## altru_2 0.5225393 0.3508705 0.3641771 0.4327822 0.4210197 0.6406212
## altru_3 0.4837978 0.4188349 0.3960408 0.4665390 0.4925586 0.6133252
## rep_1   0.5791347 0.4470259 0.5165307 0.4692696 0.5036152 0.5395328
## rep_2   0.6043930 0.5164731 0.5998968 0.5814265 0.6097228 0.3504383
## rep_3   0.6738544 0.6056427 0.5926875 0.7370306 0.6373723 0.3999072
## rel_1   1.0000000 0.6286301 0.6436918 0.5851527 0.7116336 0.5242452
## rel_2   0.6286301 1.0000000 0.8825801 0.8230697 0.7372203 0.4148415
## rel_3   0.6436918 0.8825801 1.0000000 0.7660623 0.7654592 0.4466464
## rel_4   0.5851527 0.8230697 0.7660623 1.0000000 0.7962564 0.4380466
## learn_1 0.7116336 0.7372203 0.7654592 0.7962564 1.0000000 0.5451237
## learn_2 0.5242452 0.4148415 0.4466464 0.4380466 0.5451237 1.0000000
## learn_3 0.4401490 0.3456439 0.3604456 0.4869356 0.4996713 0.6151669
## learn_4 0.6113239 0.5253719 0.5317591 0.4878104 0.5171027 0.6354235
##           learn_3   learn_4
## altru_1 0.3805127 0.5237730
## altru_2 0.3766731 0.5345590
## altru_3 0.3232445 0.5260100
## rep_1   0.4189428 0.4602211
## rep_2   0.4259929 0.4643645
## rep_3   0.4285986 0.4687317
## rel_1   0.4401490 0.6113239
## rel_2   0.3456439 0.5253719
## rel_3   0.3604456 0.5317591
## rel_4   0.4869356 0.4878104
## learn_1 0.4996713 0.5171027
## learn_2 0.6151669 0.6354235
## learn_3 1.0000000 0.6428559
## learn_4 0.6428559 1.0000000
##           altru_1   altru_2   altru_3     rep_1     rep_2     rep_3
## altru_1 1.0000000 0.5099160 0.5253853 0.5970213 0.4988453 0.5593989
## altru_2 0.5099160 1.0000000 0.5570987 0.2082869 0.1980704 0.1351129
## altru_3 0.5253853 0.5570987 1.0000000 0.2137276 0.3151059 0.2412391
## rep_1   0.5970213 0.2082869 0.2137276 1.0000000 0.6711515 0.8014583
## rep_2   0.4988453 0.1980704 0.3151059 0.6711515 1.0000000 0.8386951
## rep_3   0.5593989 0.1351129 0.2412391 0.8014583 0.8386951 1.0000000
## rel_1   0.4778732 0.4026008 0.3845142 0.4866185 0.5580014 0.6502093
## rel_2   0.3550955 0.1930394 0.3150091 0.3408008 0.4505868 0.5215960
## rel_3   0.3304958 0.2272533 0.2771346 0.4290155 0.5317166 0.6086970
## rel_4   0.4215802 0.3015996 0.4103292 0.5018796 0.5142878 0.6372514
## learn_1 0.4930537 0.3305726 0.4793340 0.4691318 0.4792400 0.5786793
## learn_2 0.4443286 0.4431976 0.4516672 0.3691381 0.1878168 0.2086391
## learn_3 0.2304053 0.3046099 0.2706306 0.3062029 0.2424031 0.2253266
## learn_4 0.3530526 0.4431198 0.4082654 0.3203728 0.3448939 0.3091723
##             rel_1     rel_2     rel_3     rel_4   learn_1   learn_2
## altru_1 0.4778732 0.3550955 0.3304958 0.4215802 0.4930537 0.4443286
## altru_2 0.4026008 0.1930394 0.2272533 0.3015996 0.3305726 0.4431976
## altru_3 0.3845142 0.3150091 0.2771346 0.4103292 0.4793340 0.4516672
## rep_1   0.4866185 0.3408008 0.4290155 0.5018796 0.4691318 0.3691381
## rep_2   0.5580014 0.4505868 0.5317166 0.5142878 0.4792400 0.1878168
## rep_3   0.6502093 0.5215960 0.6086970 0.6372514 0.5786793 0.2086391
## rel_1   1.0000000 0.5347926 0.5795852 0.5278510 0.7019145 0.3083980
## rel_2   0.5347926 1.0000000 0.9053889 0.8368109 0.7366298 0.1757777
## rel_3   0.5795852 0.9053889 1.0000000 0.8238593 0.7311087 0.2632732
## rel_4   0.5278510 0.8368109 0.8238593 1.0000000 0.7591225 0.2714696
## learn_1 0.7019145 0.7366298 0.7311087 0.7591225 1.0000000 0.4545200
## learn_2 0.3083980 0.1757777 0.2632732 0.2714696 0.4545200 1.0000000
## learn_3 0.3380432 0.1459491 0.2541749 0.2627978 0.3127791 0.5380890
## learn_4 0.5191015 0.2908225 0.3653342 0.3712177 0.4262743 0.4776031
##           learn_3   learn_4
## altru_1 0.2304053 0.3530526
## altru_2 0.3046099 0.4431198
## altru_3 0.2706306 0.4082654
## rep_1   0.3062029 0.3203728
## rep_2   0.2424031 0.3448939
## rep_3   0.2253266 0.3091723
## rel_1   0.3380432 0.5191015
## rel_2   0.1459491 0.2908225
## rel_3   0.2541749 0.3653342
## rel_4   0.2627978 0.3712177
## learn_1 0.3127791 0.4262743
## learn_2 0.5380890 0.4776031
## learn_3 1.0000000 0.6645125
## learn_4 0.6645125 1.0000000
##           altru_1   altru_2   altru_3     rep_1     rep_2     rep_3
## altru_1 1.0000000 0.8401681 0.7674649 0.8108868 0.6476771 0.6417648
## altru_2 0.8401681 1.0000000 0.9552585 0.5570224 0.4701522 0.6762123
## altru_3 0.7674649 0.9552585 1.0000000 0.5085838 0.4293073 0.6199956
## rep_1   0.8108868 0.5570224 0.5085838 1.0000000 0.5657020 0.3577558
## rep_2   0.6476771 0.4701522 0.4293073 0.5657020 1.0000000 0.7459098
## rep_3   0.6417648 0.6762123 0.6199956 0.3577558 0.7459098 1.0000000
## rel_1   0.8947864 0.7606153 0.6998558 0.8168909 0.7173660 0.7320337
## rel_2   0.7963324 0.6263476 0.6220590 0.6885080 0.6573715 0.7785912
## rel_3   0.8000788 0.6190714 0.6356660 0.7120817 0.7494456 0.5691046
## rel_4   0.6860868 0.6335186 0.5611614 0.4035125 0.7087088 0.9181349
## learn_1 0.7303785 0.5822868 0.5104909 0.5494319 0.8777587 0.7772327
## learn_2 0.8825484 0.8810634 0.8345223 0.7968224 0.5810211 0.6850761
## learn_3 0.5558843 0.4708333 0.3856657 0.5819282 0.7126205 0.7553629
## learn_4 0.7434225 0.6480223 0.6915766 0.6904127 0.6540665 0.7151812
##             rel_1     rel_2     rel_3     rel_4   learn_1   learn_2
## altru_1 0.8947864 0.7963324 0.8000788 0.6860868 0.7303785 0.8825484
## altru_2 0.7606153 0.6263476 0.6190714 0.6335186 0.5822868 0.8810634
## altru_3 0.6998558 0.6220590 0.6356660 0.5611614 0.5104909 0.8345223
## rep_1   0.8168909 0.6885080 0.7120817 0.4035125 0.5494319 0.7968224
## rep_2   0.7173660 0.6573715 0.7494456 0.7087088 0.8777587 0.5810211
## rep_3   0.7320337 0.7785912 0.5691046 0.9181349 0.7772327 0.6850761
## rel_1   1.0000000 0.8561271 0.8113240 0.7154989 0.7623520 0.9312358
## rel_2   0.8561271 1.0000000 0.8318030 0.7986390 0.7544221 0.8021970
## rel_3   0.8113240 0.8318030 1.0000000 0.6502975 0.8456933 0.7522687
## rel_4   0.7154989 0.7986390 0.6502975 1.0000000 0.8840149 0.6751248
## learn_1 0.7623520 0.7544221 0.8456933 0.8840149 1.0000000 0.6682304
## learn_2 0.9312358 0.8021970 0.7522687 0.6751248 0.6682304 1.0000000
## learn_3 0.6622455 0.6909950 0.5415595 0.8292811 0.7748591 0.6689546
## learn_4 0.8076364 0.9295839 0.8351680 0.6629052 0.6622768 0.8046952
##           learn_3   learn_4
## altru_1 0.5558843 0.7434225
## altru_2 0.4708333 0.6480223
## altru_3 0.3856657 0.6915766
## rep_1   0.5819282 0.6904127
## rep_2   0.7126205 0.6540665
## rep_3   0.7553629 0.7151812
## rel_1   0.6622455 0.8076364
## rel_2   0.6909950 0.9295839
## rel_3   0.5415595 0.8351680
## rel_4   0.8292811 0.6629052
## learn_1 0.7748591 0.6622768
## learn_2 0.6689546 0.8046952
## learn_3 1.0000000 0.6108139
## learn_4 0.6108139 1.0000000
## 
## Call:
## factanal(x = know_cr, factors = 3, rotation = "varimax")
## 
## Uniquenesses:
## know_cr1 know_cr2 know_cr3 know_cr4 know_cr5 know_cr6 
##     0.48     0.30     0.00     0.00     0.37     0.91 
## 
## Loadings:
##          Factor1 Factor2 Factor3
## know_cr2  0.65    0.48          
## know_cr3  0.84            0.46  
## know_cr5  0.72                  
## know_cr1          0.64          
## know_cr4  0.36    0.91          
## know_cr6                        
## 
##                Factor1 Factor2 Factor3
## SS loadings       1.84    1.64    0.45
## Proportion Var    0.31    0.27    0.07
## Cumulative Var    0.31    0.58    0.65
## 
## The degrees of freedom for the model is 0 and the fit was 8e-04

## 
## Call:
## factanal(x = dibbs1gr[paste("group.in", 1:5, sep = "")], factors = 2,     rotation = "varimax")
## 
## Uniquenesses:
## group.in1 group.in2 group.in3 group.in4 group.in5 
##      0.21      0.56      0.00      0.00      0.13 
## 
## Loadings:
##           Factor1 Factor2
## group.in2 0.59    0.31   
## group.in3 0.99           
## group.in5 0.82    0.45   
## group.in1 0.56    0.70   
## group.in4         0.98   
## 
##                Factor1 Factor2
## SS loadings       2.33    1.76
## Proportion Var    0.47    0.35
## Cumulative Var    0.47    0.82
## 
## Test of the hypothesis that 2 factors are sufficient.
## The chi square statistic is 6.07 on 1 degree of freedom.
## The p-value is 0.0138

## 
## Call:
## factanal(x = comf, factors = 4, rotation = "varimax")
## 
## Uniquenesses:
## altru_1 altru_2 altru_3   rep_1   rep_2   rep_3   rel_1   rel_2   rel_3 
##    0.27    0.29    0.35    0.43    0.23    0.16    0.36    0.07    0.16 
##   rel_4 learn_1 learn_2 learn_3 learn_4 
##    0.22    0.28    0.29    0.00    0.39 
## 
## Loadings:
##         Factor1 Factor2 Factor3 Factor4
## rel_2   0.90                           
## rel_3   0.82            0.31           
## rel_4   0.72            0.40           
## learn_1 0.63    0.33    0.40           
## altru_1         0.67    0.46           
## altru_2         0.81                   
## altru_3         0.75                   
## learn_2         0.69            0.41   
## rep_1           0.32    0.62           
## rep_2   0.32            0.79           
## rep_3   0.40            0.79           
## learn_3                         0.93   
## rel_1   0.44    0.43    0.48           
## learn_4 0.34    0.48            0.45   
## 
##                Factor1 Factor2 Factor3 Factor4
## SS loadings       3.23    3.02    2.74    1.52
## Proportion Var    0.23    0.22    0.20    0.11
## Cumulative Var    0.23    0.45    0.64    0.75
## 
## Test of the hypothesis that 4 factors are sufficient.
## The chi square statistic is 82.12 on 41 degrees of freedom.
## The p-value is 0.000145

Note that the echo = FALSE parameter was added to the code chunk to prevent printing of the R code that generated the plot.